├── .DS_Store ├── .Rbuildignore ├── .github ├── .DS_Store ├── .gitignore ├── CONTRIBUTING.md ├── ISSUE_TEMPLATE │ └── issue_template.md ├── issue_label_bot.yaml ├── stale.yml └── workflows │ ├── mac_os.yml │ ├── ubuntu_20.yml │ ├── windows.yml │ └── windows_no_fastai.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CRAN-RELEASE ├── D └── Xenial │ └── Dockerfile ├── DESCRIPTION ├── LICENSE ├── NAMESPACE ├── NEWS.md ├── R ├── GAN.R ├── Learner_fits.R ├── Loss.R ├── audio_aug_preprocess.R ├── audio_aug_signal.R ├── audio_aug_spectrogram.R ├── audio_core_config.R ├── audio_core_signal.R ├── audio_core_spectrogram.R ├── audio_download_tar.R ├── blocks.R ├── blurr_hugging_face.R ├── bs_finder.R ├── callbacks.R ├── callbacks_data.R ├── callbacks_hook.R ├── callbacks_mixup_preds_rnn.R ├── callbacks_schedule.R ├── callbacks_training.R ├── cnn_learner.R ├── collab.R ├── custom_modules.R ├── cycleGAN_models.R ├── dataloader.R ├── download_tar.R ├── experimental.R ├── fastaibuilt.R ├── fastinference.R ├── freeze.R ├── generics_image.R ├── generics_mask.R ├── generics_tensor.R ├── icevision_albumentations.R ├── icevision_dataloaders.R ├── icevision_dataset.R ├── icevision_datasplitters.R ├── icevision_efficentdet.R ├── icevision_faster_rcnn.R ├── icevision_mask_rcnn.R ├── icevision_metrics.R ├── icevision_models.R ├── icevision_parsers.R ├── icevision_utils.R ├── image_loaders.R ├── image_ops.R ├── import_modules.R ├── install_fastai.R ├── kaggle_wrappers.R ├── layers.R ├── losses.R ├── medical.R ├── metric.R ├── optimizers.R ├── package.R ├── predictions.R ├── reexports.R ├── splitters.R ├── stats.R ├── tabular.R ├── tabular_model.R ├── tabular_transform.R ├── test.R ├── text_core.R ├── text_data.R ├── text_learner.R ├── text_models.R ├── time_series_core.R ├── time_series_data.R ├── time_series_model.R ├── time_series_tabular.R ├── timm_loader.R ├── unet.R ├── vision_augment.R ├── vision_core.R ├── vision_data.R ├── vision_learner.R └── vision_models.R ├── README.md ├── cran-comments.md ├── docs ├── 404.html ├── CODE_OF_CONDUCT.html ├── CONTRIBUTING.html ├── LICENSE-text.html ├── articles │ ├── Basic_Tabular.html │ ├── Basic_Tabular_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── audio.html │ ├── audio2tf.html │ ├── audio2tf_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── audio_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── basic_img_class.html │ ├── basic_img_class_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── bayes_opt.html │ ├── bayes_opt_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── callbacks.html │ ├── callbacks_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── catalyst.html │ ├── catalyst_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── custom_img.html │ ├── custom_img_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── data_aug.html │ ├── data_aug_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── gpt.html │ ├── gpt_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── head_pose.html │ ├── head_pose_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── images │ │ ├── cat.png │ │ ├── catalyst.png │ │ ├── cats.png │ │ ├── center_crop.png │ │ ├── conf_tab.png │ │ ├── crop.png │ │ ├── detect.png │ │ ├── dihedral.png │ │ ├── flip.png │ │ ├── ignite.jpg │ │ ├── img_batch.png │ │ ├── lightning.png │ │ ├── loss_vig_tab.png │ │ ├── modes.png │ │ ├── pneu.png │ │ ├── pneu0.png │ │ ├── pneu2.png │ │ ├── point.png │ │ ├── point_res.png │ │ ├── points.png │ │ ├── pytorch.png │ │ ├── random_crop.png │ │ ├── random_resize.png │ │ ├── resize.png │ │ ├── simple.png │ │ ├── superresgan.png │ │ ├── superresgan1.png │ │ └── voice.png │ ├── index.html │ ├── lightning.html │ ├── lightning_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── low.html │ ├── low_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── medical_dcm.html │ ├── medical_dcm_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── migrating_ignite.html │ ├── migrating_ignite_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── migrating_pytorch.html │ ├── migrating_pytorch_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── multilabel.html │ ├── multilabel_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── obj_detect.html │ ├── obj_detect_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── optimizer.html │ ├── optimizer_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── question_answering.html │ ├── question_answering_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── super_res_gan.html │ ├── super_res_gan_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── textclassification.html │ ├── textclassification_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── textsummarize.html │ ├── textsummarize_files │ │ ├── accessible-code-block-0.0.1 │ │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ │ ├── anchor-sections.css │ │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ │ └── header-attrs.js │ ├── time_series.html │ └── time_series_files │ │ ├── accessible-code-block-0.0.1 │ │ └── empty-anchor.js │ │ ├── anchor-sections-1.0 │ │ ├── anchor-sections.css │ │ └── anchor-sections.js │ │ ├── header-attrs-2.10 │ │ └── header-attrs.js │ │ ├── header-attrs-2.4.6 │ │ └── header-attrs.js │ │ ├── header-attrs-2.4 │ │ └── header-attrs.js │ │ ├── header-attrs-2.5 │ │ └── header-attrs.js │ │ ├── header-attrs-2.6 │ │ └── header-attrs.js │ │ ├── header-attrs-2.7 │ │ └── header-attrs.js │ │ └── header-attrs-2.9 │ │ └── header-attrs.js ├── authors.html ├── bootstrap-toc.css ├── bootstrap-toc.js ├── docsearch.css ├── docsearch.js ├── docsearch.json ├── files │ ├── adult.csv │ ├── annotate.png │ ├── annotate_.png │ ├── brain.png │ ├── cat.jpeg │ ├── cat.png │ ├── cmap.png │ ├── conf.png │ ├── conf_.png │ ├── conf_tab.png │ ├── cycleGAN.png │ ├── darknet.png │ ├── dcm.png │ ├── dcm2.png │ ├── fastai.gif │ ├── fastai.png │ ├── force_.png │ ├── gan.png │ ├── ggplot.png │ ├── hemorrhage.dcm │ ├── kaggle.png │ ├── loss_vig_tab.png │ ├── lr.png │ ├── mask.png │ ├── mnist.png │ ├── pca.png │ ├── pets.png │ ├── plot_bs.png │ ├── plot_loss.png │ ├── plot_lr.png │ ├── result.png │ ├── shap1.png │ ├── shap2.png │ ├── shap3.png │ ├── shap4.png │ ├── top_loss.png │ ├── unet.png │ └── unetres.png ├── index.html ├── link.svg ├── news │ └── index.html ├── pkgdown.css ├── pkgdown.js ├── pkgdown.yml ├── reference │ ├── APScoreBinary.html │ ├── APScoreMulti.html │ ├── AWD_LSTM.html │ ├── AWD_QRNN.html │ ├── AccumMetric.html │ ├── Adam.html │ ├── AdaptiveAvgPool.html │ ├── AdaptiveConcatPool1d.html │ ├── AdaptiveConcatPool2d.html │ ├── AdaptiveGANSwitcher.html │ ├── AdaptiveLoss.html │ ├── AddChannels.html │ ├── AddNoise.html │ ├── AffineCoordTfm.html │ ├── AudioBlock.html │ ├── AudioBlock_from_folder.html │ ├── AudioGetter.html │ ├── AudioPadType.html │ ├── AudioSpectrogram.html │ ├── AudioTensor.html │ ├── AudioTensor_create.html │ ├── AudioToMFCC.html │ ├── AudioToMFCC_from_cfg.html │ ├── AudioToSpec_from_cfg.html │ ├── AutoConfig.html │ ├── AvgLoss.html │ ├── AvgPool.html │ ├── AvgSmoothLoss.html │ ├── BBoxBlock.html │ ├── BBoxLabeler.html │ ├── BBoxLblBlock.html │ ├── BCELossFlat.html │ ├── BCEWithLogitsLossFlat.html │ ├── BalancedAccuracy.html │ ├── BaseLoss.html │ ├── BaseTokenizer.html │ ├── BasicMFCC.html │ ├── BasicMelSpectrogram.html │ ├── BasicSpectrogram.html │ ├── BatchNorm.html │ ├── BatchNorm1dFlat.html │ ├── Blur.html │ ├── BrierScore.html │ ├── BrierScoreMulti.html │ ├── COCOMetric.html │ ├── COCOMetricType.html │ ├── CSVLogger.html │ ├── Callback.html │ ├── Cat.html │ ├── Categorify.html │ ├── CategoryBlock.html │ ├── ChangeVolume.html │ ├── ClassificationInterpretation_from_learner.html │ ├── CohenKappa.html │ ├── ColReader.html │ ├── ColSplitter.html │ ├── CollabDataLoaders_from_dblock.html │ ├── CollabDataLoaders_from_df.html │ ├── CollectDataCallback.html │ ├── Contrast.html │ ├── ConvLayer.html │ ├── CorpusBLEUMetric.html │ ├── CropPad.html │ ├── CropTime.html │ ├── CrossEntropyLossFlat.html │ ├── CudaCallback.html │ ├── CutMix.html │ ├── CycleGAN.html │ ├── CycleGANLoss.html │ ├── CycleGANTrainer.html │ ├── DataBlock.html │ ├── Data_Loaders.html │ ├── Datasets.html │ ├── Debugger.html │ ├── Delta.html │ ├── DenseResBlock.html │ ├── DeterministicDihedral.html │ ├── DeterministicDraw.html │ ├── DeterministicFlip.html │ ├── Dice.html │ ├── Dicom.html │ ├── Dihedral.html │ ├── DihedralItem.html │ ├── DownmixMono.html │ ├── DualTransform.html │ ├── DynamicUnet.html │ ├── E.html │ ├── EarlyStoppingCallback.html │ ├── Embedding.html │ ├── EmbeddingDropout.html │ ├── ExplainedVariance.html │ ├── F.html │ ├── F1Score.html │ ├── F1ScoreMulti.html │ ├── FBeta.html │ ├── FBetaMulti.html │ ├── FetchPredsCallback.html │ ├── FileSplitter.html │ ├── FillMissing.html │ ├── FillStrategy_COMMON.html │ ├── FillStrategy_CONSTANT.html │ ├── FillStrategy_MEDIAN.html │ ├── FixedGANSwitcher.html │ ├── Flatten.html │ ├── Flip.html │ ├── FlipItem.html │ ├── FolderDataset.html │ ├── ForgetMultGPU.html │ ├── FuncSplitter.html │ ├── GANDiscriminativeLR.html │ ├── GANLearner_from_learners.html │ ├── GANLearner_wgan.html │ ├── GANLoss.html │ ├── GANModule.html │ ├── GANTrainer.html │ ├── GatherPredsCallback.html │ ├── GradientAccumulation.html │ ├── GrandparentSplitter.html │ ├── HF_ARCHITECTURES.html │ ├── HF_BaseInput.html │ ├── HF_BaseModelCallback.html │ ├── HF_BaseModelWrapper.html │ ├── HF_BeforeBatchTransform.html │ ├── HF_CausalLMBeforeBatchTransform.html │ ├── HF_QABatchTransform.html │ ├── HF_QABeforeBatchTransform.html │ ├── HF_QstAndAnsModelCallback.html │ ├── HF_QuestionAnswerInput.html │ ├── HF_SummarizationBeforeBatchTransform.html │ ├── HF_SummarizationInput.html │ ├── HF_SummarizationModelCallback.html │ ├── HF_TASKS_ALL.html │ ├── HF_TASKS_AUTO.html │ ├── HF_Text2TextAfterBatchTransform.html │ ├── HF_Text2TextBlock.html │ ├── HF_TextBlock.html │ ├── HF_TokenCategorize.html │ ├── HF_TokenCategoryBlock.html │ ├── HF_TokenClassBeforeBatchTransform.html │ ├── HF_TokenClassInput.html │ ├── HF_TokenTensorCategory.html │ ├── HF_load_dataset.html │ ├── HammingLoss.html │ ├── HammingLossMulti.html │ ├── Hook.html │ ├── HookCallback.html │ ├── Hooks.html │ ├── HorizontalFlip.html │ ├── Hue.html │ ├── HueSaturationValue.html │ ├── IDMap.html │ ├── Image.html │ ├── ImageBW_create.html │ ├── ImageBlock.html │ ├── ImageDataLoaders_from_csv.html │ ├── ImageDataLoaders_from_dblock.html │ ├── ImageDataLoaders_from_df.html │ ├── ImageDataLoaders_from_folder.html │ ├── ImageDataLoaders_from_lists.html │ ├── ImageDataLoaders_from_name_re.html │ ├── ImageDataLoaders_from_path_func.html │ ├── ImageDataLoaders_from_path_re.html │ ├── ImagePoints.html │ ├── Image_create.html │ ├── Image_open.html │ ├── Image_resize.html │ ├── InceptionModule.html │ ├── IndexSplitter.html │ ├── InstanceNorm.html │ ├── IntToFloatTensor.html │ ├── InvisibleTensor.html │ ├── Jaccard.html │ ├── JaccardCoeff.html │ ├── JaccardMulti.html │ ├── L.html │ ├── L1LossFlat.html │ ├── LMDataLoader.html │ ├── LMLearner.html │ ├── LMLearner_predict.html │ ├── LabelSmoothingCrossEntropy.html │ ├── LabelSmoothingCrossEntropyFlat.html │ ├── LabeledBBox.html │ ├── Lamb.html │ ├── Lambda.html │ ├── Larc.html │ ├── Learner.html │ ├── LightingTfm.html │ ├── LinBnDrop.html │ ├── LinearDecoder.html │ ├── LitModel.html │ ├── Lookahead.html │ ├── LossMetric.html │ ├── MCDropoutCallback.html │ ├── MSELossFlat.html │ ├── MaskBlock.html │ ├── MaskFreq.html │ ├── MaskTime.html │ ├── Mask_create.html │ ├── MatthewsCorrCoef.html │ ├── MatthewsCorrCoefMulti.html │ ├── MaxPool.html │ ├── MergeLayer.html │ ├── MishJitAutoFn.html │ ├── Mish_.html │ ├── MixHandler.html │ ├── MixUp.html │ ├── ModelResetter.html │ ├── Module.html │ ├── Module_test.html │ ├── MultiCategorize.html │ ├── MultiCategoryBlock.html │ ├── MultiTargetLoss.html │ ├── Net.html │ ├── NoiseColor.html │ ├── NoneReduce.html │ ├── Normalize.html │ ├── NormalizeTS.html │ ├── Normalize_from_stats.html │ ├── Numericalize.html │ ├── OldRandomCrop.html │ ├── OpenAudio.html │ ├── OptimWrapper.html │ ├── Optimizer.html │ ├── PadIfNeeded.html │ ├── ParamScheduler.html │ ├── PartialDL.html │ ├── PartialLambda.html │ ├── PearsonCorrCoef.html │ ├── Perplexity.html │ ├── Pipeline.html │ ├── PixelShuffle_ICNR.html │ ├── PointBlock.html │ ├── PointScaler.html │ ├── PoolFlatten.html │ ├── PooledSelfAttention2d.html │ ├── PoolingLinearClassifier.html │ ├── Precision.html │ ├── PrecisionMulti.html │ ├── PreprocessAudio.html │ ├── QHAdam.html │ ├── QRNN.html │ ├── QRNNLayer.html │ ├── R2Score.html │ ├── RAdam.html │ ├── RGBShift.html │ ├── RMSProp.html │ ├── RNNDropout.html │ ├── RNNRegularizer.html │ ├── RandPair.html │ ├── RandTransform.html │ ├── RandomBrightnessContrast.html │ ├── RandomCrop.html │ ├── RandomErasing.html │ ├── RandomResizedCrop.html │ ├── RandomResizedCropGPU.html │ ├── RandomSizedBBoxSafeCrop.html │ ├── RandomSplitter.html │ ├── RatioResize.html │ ├── ReadTSBatch.html │ ├── Recall.html │ ├── RecallMulti.html │ ├── ReduceLROnPlateau.html │ ├── RegressionBlock.html │ ├── RemoveSilence.html │ ├── RemoveType.html │ ├── ResBlock.html │ ├── ResNet.html │ ├── Resample.html │ ├── Resize.html │ ├── ResizeBatch.html │ ├── ResizeSignal.html │ ├── ResnetBlock.html │ ├── RetinaNet.html │ ├── RetinaNetFocalLoss.html │ ├── RocAuc.html │ ├── RocAucBinary.html │ ├── RocAucMulti.html │ ├── Rotate.html │ ├── Rplot001.png │ ├── SEBlock.html │ ├── SEModule.html │ ├── SEResNeXtBlock.html │ ├── SGD.html │ ├── SGRoll.html │ ├── Saturation.html │ ├── SaveModelCallback.html │ ├── SchedCos.html │ ├── SchedExp.html │ ├── SchedLin.html │ ├── SchedNo.html │ ├── SchedPoly.html │ ├── SegmentationDataLoaders_from_label_func.html │ ├── SelfAttention.html │ ├── SentenceEncoder.html │ ├── SentencePieceTokenizer.html │ ├── SeparableBlock.html │ ├── SequentialEx.html │ ├── SequentialRNN.html │ ├── ShapInterpretation.html │ ├── ShiftScaleRotate.html │ ├── ShortEpochCallback.html │ ├── Shortcut.html │ ├── ShowCycleGANImgsCallback.html │ ├── ShowGraphCallback.html │ ├── SigmoidRange.html │ ├── SignalCutout.html │ ├── SignalLoss.html │ ├── SignalShifter.html │ ├── SimpleCNN.html │ ├── SimpleSelfAttention.html │ ├── SortedDL.html │ ├── SpacyTokenizer.html │ ├── SpearmanCorrCoef.html │ ├── SpectrogramTransformer.html │ ├── SqueezeNet.html │ ├── Swish_.html │ ├── TSBlock.html │ ├── TSDataLoaders_from_dfs.html │ ├── TSDataTable.html │ ├── TSeries.html │ ├── TSeries_create.html │ ├── TabularDataTable.html │ ├── TabularModel.html │ ├── TabularTS.html │ ├── TabularTSDataloader.html │ ├── TensorBBox.html │ ├── TensorBBox_create.html │ ├── TensorImage.html │ ├── TensorImageBW.html │ ├── TensorMultiCategory.html │ ├── TensorPoint.html │ ├── TensorPoint_create.html │ ├── TerminateOnNaNCallback.html │ ├── TextBlock.html │ ├── TextBlock_from_df.html │ ├── TextBlock_from_folder.html │ ├── TextDataLoaders_from_csv.html │ ├── TextDataLoaders_from_df.html │ ├── TextDataLoaders_from_folder.html │ ├── TextLearner.html │ ├── TextLearner_load_encoder.html │ ├── TextLearner_load_pretrained.html │ ├── TextLearner_save_encoder.html │ ├── TfmResize.html │ ├── TfmdDL.html │ ├── TfmdLists.html │ ├── ToTensor.html │ ├── TokenizeWithRules.html │ ├── Tokenizer.html │ ├── Tokenizer_from_df.html │ ├── TrackerCallback.html │ ├── TrainEvalCallback.html │ ├── Transform.html │ ├── TransformBlock.html │ ├── TransformersDropOutput.html │ ├── TransformersTokenizer.html │ ├── URLs_ADULT_SAMPLE.html │ ├── URLs_AG_NEWS.html │ ├── URLs_AMAZON_REVIEWSAMAZON_REVIEWS.html │ ├── URLs_AMAZON_REVIEWS_POLARITY.html │ ├── URLs_BIWI_HEAD_POSE.html │ ├── URLs_CALTECH_101.html │ ├── URLs_CAMVID.html │ ├── URLs_CAMVID_TINY.html │ ├── URLs_CARS.html │ ├── URLs_CIFAR.html │ ├── URLs_CIFAR_100.html │ ├── URLs_COCO_TINY.html │ ├── URLs_CUB_200_2011.html │ ├── URLs_DBPEDIA.html │ ├── URLs_DOGS.html │ ├── URLs_FLOWERS.html │ ├── URLs_FOOD.html │ ├── URLs_HORSE_2_ZEBRA.html │ ├── URLs_HUMAN_NUMBERS.html │ ├── URLs_IMAGENETTE.html │ ├── URLs_IMAGENETTE_160.html │ ├── URLs_IMAGENETTE_320.html │ ├── URLs_IMAGEWOOF.html │ ├── URLs_IMAGEWOOF_160.html │ ├── URLs_IMAGEWOOF_320.html │ ├── URLs_IMDB.html │ ├── URLs_IMDB_SAMPLE.html │ ├── URLs_LSUN_BEDROOMS.html │ ├── URLs_ML_SAMPLE.html │ ├── URLs_MNIST.html │ ├── URLs_MNIST_SAMPLE.html │ ├── URLs_MNIST_TINY.html │ ├── URLs_MNIST_VAR_SIZE_TINY.html │ ├── URLs_MOVIE_LENS_ML_100k.html │ ├── URLs_MT_ENG_FRA.html │ ├── URLs_OPENAI_TRANSFORMER.html │ ├── URLs_PASCAL_2007.html │ ├── URLs_PASCAL_2012.html │ ├── URLs_PETS.html │ ├── URLs_PLANET_SAMPLE.html │ ├── URLs_PLANET_TINY.html │ ├── URLs_S3_COCO.html │ ├── URLs_S3_IMAGE.html │ ├── URLs_S3_IMAGELOC.html │ ├── URLs_S3_MODEL.html │ ├── URLs_S3_NLP.html │ ├── URLs_SIIM_SMALL.html │ ├── URLs_SKIN_LESION.html │ ├── URLs_SOGOU_NEWS.html │ ├── URLs_SPEAKERS10.html │ ├── URLs_SPEECHCOMMANDS.html │ ├── URLs_WIKITEXT.html │ ├── URLs_WIKITEXT_TINY.html │ ├── URLs_WT103_BWD.html │ ├── URLs_WT103_FWD.html │ ├── URLs_YAHOO_ANSWERS.html │ ├── URLs_YELP_REVIEWS.html │ ├── URLs_YELP_REVIEWS_POLARITY.html │ ├── UnetBlock.html │ ├── View.html │ ├── Voice.html │ ├── WandbCallback.html │ ├── Warp.html │ ├── WeightDropout.html │ ├── WeightedDL.html │ ├── XResNet.html │ ├── Zoom_.html │ ├── abs.fastai.torch_core.TensorMask.html │ ├── abs.html │ ├── accuracy.html │ ├── accuracy_multi.html │ ├── accuracy_thresh_expand.html │ ├── adam_step.html │ ├── adaptive_pool.html │ ├── add.html │ ├── add_cyclic_datepart.html │ ├── add_datepart.html │ ├── affine_coord.html │ ├── affine_mat.html │ ├── alexnet.html │ ├── and-.fastai.torch_core.TensorMask.html │ ├── apply_perspective.html │ ├── as_array.html │ ├── aspect.html │ ├── audio_extensions.html │ ├── aug_transforms.html │ ├── average_grad.html │ ├── average_sqr_grad.html │ ├── awd_lstm_clas_split.html │ ├── awd_lstm_lm_split.html │ ├── basic_critic.html │ ├── basic_generator.html │ ├── bb_pad.html │ ├── blurr.html │ ├── bs_find.html │ ├── bs_finder.html │ ├── bt.html │ ├── calculate_rouge.html │ ├── catalyst.html │ ├── catalyst_model.html │ ├── ceiling.fastai.torch_core.TensorMask.html │ ├── ceiling_.html │ ├── children_and_parameters.html │ ├── clean_raw_keys.html │ ├── clip_remove_empty.html │ ├── cm.html │ ├── cnn_config.html │ ├── cnn_learner.html │ ├── collab.html │ ├── collab_learner.html │ ├── colors.html │ ├── combined_flat_anneal.html │ ├── competition_download_file.html │ ├── competition_download_files.html │ ├── competition_leaderboard_download.html │ ├── competition_list_files.html │ ├── competition_submit.html │ ├── competitions_list.html │ ├── convT_norm_relu.html │ ├── conv_norm_lr.html │ ├── cos.fastai.torch_core.TensorMask.html │ ├── cos_.html │ ├── cosh.fastai.torch_core.TensorMask.html │ ├── cosh_.html │ ├── crap.html │ ├── crappifier.html │ ├── create_body.html │ ├── create_cnn_model.html │ ├── create_fcn.html │ ├── create_head.html │ ├── create_inception.html │ ├── create_mlp.html │ ├── create_resnet.html │ ├── create_unet_model.html │ ├── custom_loss.html │ ├── cutout_gaussian.html │ ├── cycle_learner.html │ ├── dataloaders.html │ ├── dcmread.html │ ├── debias.html │ ├── decision_plot.html │ ├── decode_spec_tokens.html │ ├── default_split.html │ ├── denormalize_imagenet.html │ ├── densenet121.html │ ├── densenet161.html │ ├── densenet169.html │ ├── densenet201.html │ ├── dependence_plot.html │ ├── detuplify_pg.html │ ├── dicom_windows.html │ ├── dihedral_mat.html │ ├── dim.fastai.torch_core.TensorMask.html │ ├── dim.html │ ├── discriminator.html │ ├── div.html │ ├── dropout_mask.html │ ├── dummy_eval.html │ ├── efficientdet_infer_dl.html │ ├── efficientdet_learner.html │ ├── efficientdet_model.html │ ├── efficientdet_predict_dl.html │ ├── efficientdet_train_dl.html │ ├── efficientdet_valid_dl.html │ ├── emb_sz_rule.html │ ├── equals-.fastai.torch_core.TensorMask.html │ ├── equals-.torch.Tensor.html │ ├── error_rate.html │ ├── exp.fastai.torch_core.TensorMask.html │ ├── exp.html │ ├── exp_rmspe.html │ ├── expm1.fastai.torch_core.TensorMask.html │ ├── expm1.html │ ├── export_generator.html │ ├── fView.html │ ├── fa_collate.html │ ├── fa_convert.html │ ├── fastai_version.html │ ├── fastaudio.html │ ├── faster_rcnn_infer_dl.html │ ├── faster_rcnn_learner.html │ ├── faster_rcnn_model.html │ ├── faster_rcnn_predict_dl.html │ ├── faster_rcnn_train_dl.html │ ├── faster_rcnn_valid_dl.html │ ├── fastinf.html │ ├── find_coeffs.html │ ├── fine_tune.html │ ├── fit.fastai.learner.Learner.html │ ├── fit.fastai.tabular.learner.TabularLearner.html │ ├── fit.fastai.vision.gan.GANLearner.html │ ├── fit_flat_cos.html │ ├── fit_flat_lin.html │ ├── fit_one_cycle.html │ ├── fit_sgdr.html │ ├── fix_fit.html │ ├── fix_html.html │ ├── flatten_check.html │ ├── flatten_model.html │ ├── flip_mat.html │ ├── float.html │ ├── floor.fastai.torch_core.TensorMask.html │ ├── floor_.html │ ├── floor_div.html │ ├── floor_mod.html │ ├── fmodule.html │ ├── force_plot.html │ ├── foreground_acc.html │ ├── forget_mult_CPU.html │ ├── freeze.html │ ├── gan_critic.html │ ├── gan_loss_from_func.html │ ├── gauss_blur2d.html │ ├── generate_noise.html │ ├── get_annotations.html │ ├── get_audio_files.html │ ├── get_bias.html │ ├── get_c.html │ ├── get_confusion_matrix.html │ ├── get_data_loaders.html │ ├── get_dcm_matrix.html │ ├── get_dicom_files.html │ ├── get_dls.html │ ├── get_emb_sz.html │ ├── get_files.html │ ├── get_grid.html │ ├── get_hf_objects.html │ ├── get_image_files.html │ ├── get_language_model.html │ ├── get_preds_cyclegan.html │ ├── get_text_classifier.html │ ├── get_text_files.html │ ├── get_weights.html │ ├── grapes-f-grapes.html │ ├── grapes-grapes-.fastai.torch_core.TensorMask.html │ ├── grapes-slash-grapes-.fastai.torch_core.TensorMask.html │ ├── grayscale.html │ ├── greater-than-.fastai.torch_core.TensorMask.html │ ├── greater-than-equals-.fastai.torch_core.TensorMask.html │ ├── greater.html │ ├── greater_or_equal.html │ ├── has_params.html │ ├── has_pool_type.html │ ├── helper.html │ ├── hf_splitter.html │ ├── hook_output.html │ ├── hook_outputs.html │ ├── hsv2rgb.html │ ├── hug.html │ ├── icevision.html │ ├── icevision_Adapter.html │ ├── icevision_BasicIAATransform.html │ ├── icevision_BasicTransform.html │ ├── icevision_Blur.html │ ├── icevision_CLAHE.html │ ├── icevision_ChannelDropout.html │ ├── icevision_ChannelShuffle.html │ ├── icevision_ClassMap.html │ ├── icevision_CoarseDropout.html │ ├── icevision_ColorJitter.html │ ├── icevision_Compose.html │ ├── icevision_Crop.html │ ├── icevision_CropNonEmptyMaskIfExists.html │ ├── icevision_Cutout.html │ ├── icevision_Dataset.html │ ├── icevision_Dataset_from_images.html │ ├── icevision_Downscale.html │ ├── icevision_DualIAATransform.html │ ├── icevision_DualTransform.html │ ├── icevision_ElasticTransform.html │ ├── icevision_Equalize.html │ ├── icevision_FDA.html │ ├── icevision_FancyPCA.html │ ├── icevision_FixedSplitter.html │ ├── icevision_Flip.html │ ├── icevision_FromFloat.html │ ├── icevision_GaussNoise.html │ ├── icevision_GaussianBlur.html │ ├── icevision_GlassBlur.html │ ├── icevision_GridDistortion.html │ ├── icevision_GridDropout.html │ ├── icevision_HistogramMatching.html │ ├── icevision_HorizontalFlip.html │ ├── icevision_HueSaturationValue.html │ ├── icevision_IAAAdditiveGaussianNoise.html │ ├── icevision_IAAAffine.html │ ├── icevision_IAACropAndPad.html │ ├── icevision_IAAEmboss.html │ ├── icevision_IAAFliplr.html │ ├── icevision_IAAFlipud.html │ ├── icevision_IAAPerspective.html │ ├── icevision_IAAPiecewiseAffine.html │ ├── icevision_IAASharpen.html │ ├── icevision_IAASuperpixels.html │ ├── icevision_ISONoise.html │ ├── icevision_ImageCompression.html │ ├── icevision_ImageOnlyIAATransform.html │ ├── icevision_ImageOnlyTransform.html │ ├── icevision_InvertImg.html │ ├── icevision_JpegCompression.html │ ├── icevision_LongestMaxSize.html │ ├── icevision_MaskDropout.html │ ├── icevision_MedianBlur.html │ ├── icevision_MotionBlur.html │ ├── icevision_MultiplicativeNoise.html │ ├── icevision_Normalize.html │ ├── icevision_OpticalDistortion.html │ ├── icevision_PadIfNeeded.html │ ├── icevision_Posterize.html │ ├── icevision_RGBShift.html │ ├── icevision_RandomBrightnessContrast.html │ ├── icevision_RandomContrast.html │ ├── icevision_RandomCrop.html │ ├── icevision_RandomCropNearBBox.html │ ├── icevision_RandomFog.html │ ├── icevision_RandomGamma.html │ ├── icevision_RandomGridShuffle.html │ ├── icevision_RandomRain.html │ ├── icevision_RandomResizedCrop.html │ ├── icevision_RandomRotate90.html │ ├── icevision_RandomScale.html │ ├── icevision_RandomShadow.html │ ├── icevision_RandomSizedBBoxSafeCrop.html │ ├── icevision_RandomSizedCrop.html │ ├── icevision_RandomSnow.html │ ├── icevision_RandomSplitter.html │ ├── icevision_RandomSunFlare.html │ ├── icevision_Resize.html │ ├── icevision_Rotate.html │ ├── icevision_ShiftScaleRotate.html │ ├── icevision_SingleSplitSplitter.html │ ├── icevision_SmallestMaxSize.html │ ├── icevision_Solarize.html │ ├── icevision_ToFloat.html │ ├── icevision_ToGray.html │ ├── icevision_ToSepia.html │ ├── icevision_Transpose.html │ ├── icevision_VerticalFlip.html │ ├── icevision_aug_tfms.html │ ├── icevision_parse.html │ ├── icevision_read_bgr_image.html │ ├── icevision_read_rgb_image.html │ ├── icevision_resize_and_pad.html │ ├── icnr_init.html │ ├── image2tensor.html │ ├── imagenet_stats.html │ ├── in_channels.html │ ├── index.html │ ├── init.html │ ├── init_default.html │ ├── init_linear.html │ ├── install_fastai.html │ ├── is_rmarkdown.html │ ├── kg.html │ ├── l2_reg.html │ ├── lamb_step.html │ ├── language_model_learner.html │ ├── larc_layer_lr.html │ ├── larc_step.html │ ├── layer_info.html │ ├── length.fastai.torch_core.TensorMask.html │ ├── length.html │ ├── less-than-.fastai.torch_core.TensorMask.html │ ├── less-than-equals-.fastai.torch_core.TensorMask.html │ ├── less.html │ ├── less_or_equal.html │ ├── load_dataset.html │ ├── load_ignore_keys.html │ ├── load_image.html │ ├── load_learner.html │ ├── load_model_text.html │ ├── load_pre_models.html │ ├── load_tokenized_csv.html │ ├── loaders.html │ ├── log.fastai.torch_core.TensorMask.html │ ├── log.html │ ├── log1p.fastai.torch_core.TensorMask.html │ ├── log1p.html │ ├── logical_and.html │ ├── logical_not_.html │ ├── logical_or.html │ ├── login.html │ ├── lr_find.html │ ├── mae.html │ ├── make_vocab.html │ ├── mask2bbox.html │ ├── mask_eq.html │ ├── mask_from_blur.html │ ├── mask_rcnn_infer_dl.html │ ├── mask_rcnn_learner.html │ ├── mask_rcnn_model.html │ ├── mask_rcnn_predict_dl.html │ ├── mask_rcnn_train_dl.html │ ├── mask_rcnn_valid_dl.html │ ├── mask_tensor.html │ ├── masked_concat_pool.html │ ├── match_embeds.html │ ├── max.fastai.torch_core.TensorMask.html │ ├── max.html │ ├── maybe_unsqueeze.html │ ├── mean.fastai.torch_core.TensorMask.html │ ├── mean.torch.Tensor.html │ ├── medical.html │ ├── metrics.html │ ├── migrating_ignite.html │ ├── migrating_lightning.html │ ├── migrating_pytorch.html │ ├── min.fastai.torch_core.TensorMask.html │ ├── min.html │ ├── mish.html │ ├── model_sizes.html │ ├── momentum_step.html │ ├── most_confused.html │ ├── mse.html │ ├── msle.html │ ├── multiplygit-add-A-and-and-git-commit-m-single-quote-staging-all-files-single-quote.html │ ├── n_px.html │ ├── narrow.html │ ├── nn.html │ ├── nn_loss.html │ ├── nn_module.html │ ├── noop.html │ ├── norm_apply_denorm.html │ ├── not__mask.html │ ├── not_equal_to.html │ ├── not_equal_to_mask_.html │ ├── num_features_model.html │ ├── one_batch.html │ ├── open_mask.html │ ├── open_mask_rle.html │ ├── optim_metric.html │ ├── or_mask.html │ ├── os.html │ ├── os_environ_tpu.html │ ├── pad_conv_norm_relu.html │ ├── pad_input.html │ ├── pad_input_chunk.html │ ├── parallel.html │ ├── parallel_tokenize.html │ ├── params.html │ ├── parent_label.html │ ├── parsers_AreasMixin.html │ ├── parsers_BBoxesMixin.html │ ├── parsers_FasterRCNN.html │ ├── parsers_FilepathMixin.html │ ├── parsers_ImageidMixin.html │ ├── parsers_IsCrowdsMixin.html │ ├── parsers_LabelsMixin.html │ ├── parsers_MaskRCNN.html │ ├── parsers_MasksMixin.html │ ├── parsers_SizeMixin.html │ ├── parsers_voc.html │ ├── partial.html │ ├── pca.html │ ├── plot.html │ ├── plot_bs_find.html │ ├── plot_confusion_matrix.html │ ├── plot_loss.html │ ├── plot_lr_find.html │ ├── plot_top_losses.html │ ├── plus-.fastai.torch_core.TensorMask.html │ ├── plus-.torch.nn.modules.container.Sequential.html │ ├── pow-.fastai.torch_core.TensorMask.html │ ├── pow.html │ ├── pre_process_squad.html │ ├── predict.fastai.learner.Learner.html │ ├── predict.fastai.tabular.learner.TabularLearner.html │ ├── preplexity.html │ ├── preprocess_audio_folder.html │ ├── print.fastai.learner.Learner.html │ ├── print.fastai.tabular.learner.TabularLearner.html │ ├── print.pydicom.dataset.FileDataset.html │ ├── py_apply.html │ ├── python_path.html │ ├── qhadam_step.html │ ├── radam_step.html │ ├── ranger.html │ ├── reexports.html │ ├── replace_all_caps.html │ ├── replace_maj.html │ ├── replace_rep.html │ ├── replace_wrep.html │ ├── res_block_1d.html │ ├── reshape.html │ ├── resize_max.html │ ├── resnet101.html │ ├── resnet152.html │ ├── resnet18.html │ ├── resnet34.html │ ├── resnet50.html │ ├── resnet_generator.html │ ├── retinanet_.html │ ├── reverse_text.html │ ├── rgb2hsv.html │ ├── rm_useless_spaces.html │ ├── rms_prop_step.html │ ├── rmse.html │ ├── rotate_mat.html │ ├── round.fastai.torch_core.TensorMask.html │ ├── round.html │ ├── sequential.html │ ├── set_freeze_model.html │ ├── set_item_pg.html │ ├── setup_aug_tfms.html │ ├── sgd_step.html │ ├── shap.html │ ├── shape.html │ ├── show.html │ ├── show_array.html │ ├── show_batch.html │ ├── show_image.html │ ├── show_images.html │ ├── show_preds.html │ ├── show_results.html │ ├── show_samples.html │ ├── sigmoid.html │ ├── sigmoid_.html │ ├── sigmoid_range.html │ ├── sin.fastai.torch_core.TensorMask.html │ ├── sin_.html │ ├── sinh.fastai.torch_core.TensorMask.html │ ├── skm_to_fastai.html │ ├── slash-.fastai.torch_core.TensorMask.html │ ├── slice.html │ ├── sort.fastai.torch_core.TensorMask.html │ ├── sort.html │ ├── spec_add_spaces.html │ ├── sqrd.html │ ├── sqrt.fastai.torch_core.TensorMask.html │ ├── squeezenet1_0.html │ ├── squeezenet1_1.html │ ├── stack_train_valid.html │ ├── step_stat.html │ ├── sub.html │ ├── sub_mask.html │ ├── subplots.html │ ├── summarization_splitter.html │ ├── summary.fastai.learner.Learner.html │ ├── summary.fastai.tabular.learner.TabularLearner.html │ ├── summary_plot.html │ ├── swish.html │ ├── tabular.html │ ├── tabular_config.html │ ├── tabular_learner.html │ ├── tar_extract_at_filename.html │ ├── tensor.html │ ├── tensor_eq.html │ ├── tensor_eq_img.html │ ├── test_loader.html │ ├── text.html │ ├── text_classifier_learner.html │ ├── times-.fastai.torch_core.TensorMask.html │ ├── timm.html │ ├── timm_learner.html │ ├── timm_list_models.html │ ├── tms.html │ ├── to_bytes_format.html │ ├── to_image.html │ ├── to_matrix.html │ ├── to_thumb.html │ ├── to_xla.html │ ├── tokenize1.html │ ├── tokenize_csv.html │ ├── tokenize_df.html │ ├── tokenize_files.html │ ├── tokenize_folder.html │ ├── tokenize_texts.html │ ├── top_k_accuracy.html │ ├── torch.html │ ├── total_params.html │ ├── train_loader.html │ ├── trainable_params.html │ ├── transformers.html │ ├── trunc_normal_.html │ ├── unet_config.html │ ├── unet_learner.html │ ├── unfreeze.html │ ├── uniform_blur2d.html │ ├── upit.html │ ├── vgg11_bn.html │ ├── vgg13_bn.html │ ├── vgg16_bn.html │ ├── vgg19_bn.html │ ├── vision.html │ ├── vleaky_relu.html │ ├── wandb.html │ ├── waterfall_plot.html │ ├── weight_decay.html │ ├── win_abdoment_soft.html │ ├── win_brain.html │ ├── win_brain_bone.html │ ├── win_brain_soft.html │ ├── win_liver.html │ ├── win_lungs.html │ ├── win_mediastinum.html │ ├── win_spine_bone.html │ ├── win_spine_soft.html │ ├── win_stroke.html │ ├── win_subdural.html │ ├── xla.html │ ├── xresnet101.html │ ├── xresnet152.html │ ├── xresnet18.html │ ├── xresnet18_deep.html │ ├── xresnet18_deeper.html │ ├── xresnet34.html │ ├── xresnet34_deep.html │ ├── xresnet34_deeper.html │ ├── xresnet50.html │ ├── xresnet50_deep.html │ ├── xresnet50_deeper.html │ ├── xresnext101.html │ ├── xresnext18.html │ ├── xresnext34.html │ ├── xresnext50.html │ ├── xse_resnet101.html │ ├── xse_resnet152.html │ ├── xse_resnet18.html │ ├── xse_resnet34.html │ ├── xse_resnet50.html │ ├── xse_resnext101.html │ ├── xse_resnext18.html │ ├── xse_resnext18_deep.html │ ├── xse_resnext18_deeper.html │ ├── xse_resnext34.html │ ├── xse_resnext34_deep.html │ ├── xse_resnext34_deeper.html │ ├── xse_resnext50.html │ ├── xse_resnext50_deep.html │ ├── xse_resnext50_deeper.html │ ├── xsenet154.html │ ├── zoom.html │ └── zoom_mat.html └── sitemap.xml ├── fastai.Rproj ├── files ├── annotate.png ├── annotate_.png ├── brain.png ├── cat.jpeg ├── cat.png ├── cmap.png ├── conf.png ├── conf_.png ├── conf_tab.png ├── cycleGAN.png ├── darknet.png ├── dcm.png ├── dcm2.png ├── fastai.gif ├── fastai.png ├── force_.png ├── fridge.jpg ├── gan.png ├── ggplot.png ├── hemorrhage.dcm ├── kaggle.png ├── loss_vig_tab.png ├── lr.png ├── mask.png ├── mnist.pkl.gz ├── mnist.png ├── output.jpg ├── pca.png ├── pets.png ├── plot_bs.png ├── plot_loss.png ├── plot_lr.png ├── rating_movie.csv ├── result.png ├── shap1.png ├── shap2.png ├── shap3.png ├── shap4.png ├── top_loss.png ├── unet.png └── unetres.png ├── inst ├── .DS_Store └── python │ ├── .DS_Store │ └── fastaibuilt │ ├── .DS_Store │ ├── Module_test.py │ ├── Transformer.py │ ├── __pycache__ │ ├── Module_test.cpython-36.pyc │ ├── Transformer.cpython-36.pyc │ ├── bs_finder.cpython-36.pyc │ ├── bs_finder.cpython-38.pyc │ ├── bs_finder.cpython-39.pyc │ ├── crappify.cpython-36.pyc │ ├── migrating_catalyst.cpython-36.pyc │ ├── migrating_ignite.cpython-36.pyc │ ├── migrating_lightning.cpython-36.pyc │ ├── migrating_pytorch.cpython-36.pyc │ └── pretrained_timm_models.cpython-36.pyc │ ├── bs_finder.py │ ├── crappify.py │ ├── custom_loss.py │ ├── migrating_catalyst.py │ ├── migrating_ignite.py │ ├── migrating_lightning.py │ ├── migrating_pytorch.py │ ├── pretrained_timm_models.py │ ├── retinanet │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── inference.cpython-36.pyc │ │ ├── metrics.cpython-36.pyc │ │ ├── model.cpython-36.pyc │ │ └── utils.cpython-36.pyc │ ├── inference.py │ ├── metrics.py │ ├── model.py │ └── utils.py │ ├── train_imagenette.py │ ├── train_imdbclassifier.py │ └── train_tabular.py ├── man ├── APScoreBinary.Rd ├── APScoreMulti.Rd ├── AWD_LSTM.Rd ├── AWD_QRNN.Rd ├── AccumMetric.Rd ├── Adam.Rd ├── AdaptiveAvgPool.Rd ├── AdaptiveConcatPool1d.Rd ├── AdaptiveConcatPool2d.Rd ├── AdaptiveGANSwitcher.Rd ├── AdaptiveLoss.Rd ├── AddChannels.Rd ├── AddNoise.Rd ├── AffineCoordTfm.Rd ├── AudioBlock.Rd ├── AudioBlock_from_folder.Rd ├── AudioGetter.Rd ├── AudioPadType.Rd ├── AudioSpectrogram.Rd ├── AudioTensor.Rd ├── AudioTensor_create.Rd ├── AudioToMFCC.Rd ├── AudioToMFCC_from_cfg.Rd ├── AudioToSpec_from_cfg.Rd ├── AutoConfig.Rd ├── AvgLoss.Rd ├── AvgPool.Rd ├── AvgSmoothLoss.Rd ├── BBoxBlock.Rd ├── BBoxLabeler.Rd ├── BBoxLblBlock.Rd ├── BCELossFlat.Rd ├── BCEWithLogitsLossFlat.Rd ├── BalancedAccuracy.Rd ├── BaseLoss.Rd ├── BaseTokenizer.Rd ├── BasicMFCC.Rd ├── BasicMelSpectrogram.Rd ├── BasicSpectrogram.Rd ├── BatchNorm.Rd ├── BatchNorm1dFlat.Rd ├── BrierScore.Rd ├── BrierScoreMulti.Rd ├── COCOMetric.Rd ├── COCOMetricType.Rd ├── CSVLogger.Rd ├── Callback.Rd ├── Cat.Rd ├── Categorify.Rd ├── CategoryBlock.Rd ├── ChangeVolume.Rd ├── ClassificationInterpretation_from_learner.Rd ├── CohenKappa.Rd ├── ColReader.Rd ├── ColSplitter.Rd ├── CollabDataLoaders_from_dblock.Rd ├── CollabDataLoaders_from_df.Rd ├── CollectDataCallback.Rd ├── Contrast.Rd ├── ConvLayer.Rd ├── CorpusBLEUMetric.Rd ├── CropPad.Rd ├── CropTime.Rd ├── CrossEntropyLossFlat.Rd ├── CudaCallback.Rd ├── CutMix.Rd ├── CycleGAN.Rd ├── CycleGANLoss.Rd ├── CycleGANTrainer.Rd ├── DataBlock.Rd ├── Data_Loaders.Rd ├── Datasets.Rd ├── Debugger.Rd ├── Delta.Rd ├── DenseResBlock.Rd ├── DeterministicDihedral.Rd ├── DeterministicDraw.Rd ├── DeterministicFlip.Rd ├── Dice.Rd ├── Dicom.Rd ├── Dihedral.Rd ├── DihedralItem.Rd ├── DownmixMono.Rd ├── DynamicUnet.Rd ├── EarlyStoppingCallback.Rd ├── Embedding.Rd ├── EmbeddingDropout.Rd ├── ExplainedVariance.Rd ├── F1Score.Rd ├── F1ScoreMulti.Rd ├── FBeta.Rd ├── FBetaMulti.Rd ├── FetchPredsCallback.Rd ├── FileSplitter.Rd ├── FillMissing.Rd ├── FillStrategy_COMMON.Rd ├── FillStrategy_CONSTANT.Rd ├── FillStrategy_MEDIAN.Rd ├── FixedGANSwitcher.Rd ├── Flatten.Rd ├── Flip.Rd ├── FlipItem.Rd ├── FolderDataset.Rd ├── ForgetMultGPU.Rd ├── FuncSplitter.Rd ├── GANDiscriminativeLR.Rd ├── GANLearner_from_learners.Rd ├── GANLearner_wgan.Rd ├── GANLoss.Rd ├── GANModule.Rd ├── GANTrainer.Rd ├── GatherPredsCallback.Rd ├── GradientAccumulation.Rd ├── GrandparentSplitter.Rd ├── HF_ARCHITECTURES.Rd ├── HF_BaseInput.Rd ├── HF_BaseModelCallback.Rd ├── HF_BaseModelWrapper.Rd ├── HF_BeforeBatchTransform.Rd ├── HF_CausalLMBeforeBatchTransform.Rd ├── HF_QABatchTransform.Rd ├── HF_QABeforeBatchTransform.Rd ├── HF_QstAndAnsModelCallback.Rd ├── HF_QuestionAnswerInput.Rd ├── HF_SummarizationBeforeBatchTransform.Rd ├── HF_SummarizationInput.Rd ├── HF_SummarizationModelCallback.Rd ├── HF_TASKS_ALL.Rd ├── HF_TASKS_AUTO.Rd ├── HF_Text2TextAfterBatchTransform.Rd ├── HF_Text2TextBlock.Rd ├── HF_TextBlock.Rd ├── HF_TokenCategorize.Rd ├── HF_TokenCategoryBlock.Rd ├── HF_TokenClassBeforeBatchTransform.Rd ├── HF_TokenClassInput.Rd ├── HF_TokenTensorCategory.Rd ├── HF_load_dataset.Rd ├── HammingLoss.Rd ├── HammingLossMulti.Rd ├── Hook.Rd ├── HookCallback.Rd ├── Hooks.Rd ├── Hue.Rd ├── IDMap.Rd ├── Image.Rd ├── ImageBW_create.Rd ├── ImageBlock.Rd ├── ImageDataLoaders_from_csv.Rd ├── ImageDataLoaders_from_dblock.Rd ├── ImageDataLoaders_from_df.Rd ├── ImageDataLoaders_from_folder.Rd ├── ImageDataLoaders_from_lists.Rd ├── ImageDataLoaders_from_name_re.Rd ├── ImageDataLoaders_from_path_func.Rd ├── ImageDataLoaders_from_path_re.Rd ├── Image_create.Rd ├── Image_open.Rd ├── Image_resize.Rd ├── InceptionModule.Rd ├── IndexSplitter.Rd ├── InstanceNorm.Rd ├── IntToFloatTensor.Rd ├── InvisibleTensor.Rd ├── Jaccard.Rd ├── JaccardCoeff.Rd ├── JaccardMulti.Rd ├── L.Rd ├── L1LossFlat.Rd ├── LMDataLoader.Rd ├── LMLearner.Rd ├── LMLearner_predict.Rd ├── LabelSmoothingCrossEntropy.Rd ├── LabelSmoothingCrossEntropyFlat.Rd ├── LabeledBBox.Rd ├── Lamb.Rd ├── Lambda.Rd ├── Larc.Rd ├── Learner.Rd ├── LightingTfm.Rd ├── LinBnDrop.Rd ├── LinearDecoder.Rd ├── LitModel.Rd ├── Lookahead.Rd ├── LossMetric.Rd ├── MCDropoutCallback.Rd ├── MSELossFlat.Rd ├── MaskBlock.Rd ├── MaskFreq.Rd ├── MaskTime.Rd ├── Mask_create.Rd ├── MatthewsCorrCoef.Rd ├── MatthewsCorrCoefMulti.Rd ├── MaxPool.Rd ├── MergeLayer.Rd ├── MishJitAutoFn.Rd ├── Mish_.Rd ├── MixHandler.Rd ├── MixUp.Rd ├── ModelResetter.Rd ├── Module.Rd ├── Module_test.Rd ├── MultiCategorize.Rd ├── MultiCategoryBlock.Rd ├── MultiTargetLoss.Rd ├── Net.Rd ├── NoiseColor.Rd ├── NoneReduce.Rd ├── Normalize.Rd ├── NormalizeTS.Rd ├── Normalize_from_stats.Rd ├── Numericalize.Rd ├── OldRandomCrop.Rd ├── OpenAudio.Rd ├── OptimWrapper.Rd ├── Optimizer.Rd ├── ParamScheduler.Rd ├── PartialDL.Rd ├── PartialLambda.Rd ├── PearsonCorrCoef.Rd ├── Perplexity.Rd ├── Pipeline.Rd ├── PixelShuffle_ICNR.Rd ├── PointBlock.Rd ├── PointScaler.Rd ├── PoolFlatten.Rd ├── PooledSelfAttention2d.Rd ├── PoolingLinearClassifier.Rd ├── Precision.Rd ├── PrecisionMulti.Rd ├── PreprocessAudio.Rd ├── QHAdam.Rd ├── QRNN.Rd ├── QRNNLayer.Rd ├── R2Score.Rd ├── RAdam.Rd ├── RMSProp.Rd ├── RNNDropout.Rd ├── RNNRegularizer.Rd ├── RandPair.Rd ├── RandTransform.Rd ├── RandomCrop.Rd ├── RandomErasing.Rd ├── RandomResizedCrop.Rd ├── RandomResizedCropGPU.Rd ├── RandomSplitter.Rd ├── RatioResize.Rd ├── ReadTSBatch.Rd ├── Recall.Rd ├── RecallMulti.Rd ├── ReduceLROnPlateau.Rd ├── RegressionBlock.Rd ├── RemoveSilence.Rd ├── RemoveType.Rd ├── ResBlock.Rd ├── ResNet.Rd ├── Resample.Rd ├── Resize.Rd ├── ResizeBatch.Rd ├── ResizeSignal.Rd ├── ResnetBlock.Rd ├── RetinaNet.Rd ├── RetinaNetFocalLoss.Rd ├── RocAuc.Rd ├── RocAucBinary.Rd ├── RocAucMulti.Rd ├── Rotate.Rd ├── SEBlock.Rd ├── SEModule.Rd ├── SEResNeXtBlock.Rd ├── SGD.Rd ├── SGRoll.Rd ├── Saturation.Rd ├── SaveModelCallback.Rd ├── SchedCos.Rd ├── SchedExp.Rd ├── SchedLin.Rd ├── SchedNo.Rd ├── SchedPoly.Rd ├── SegmentationDataLoaders_from_label_func.Rd ├── SelfAttention.Rd ├── SentenceEncoder.Rd ├── SentencePieceTokenizer.Rd ├── SeparableBlock.Rd ├── SequentialEx.Rd ├── SequentialRNN.Rd ├── ShapInterpretation.Rd ├── ShortEpochCallback.Rd ├── Shortcut.Rd ├── ShowCycleGANImgsCallback.Rd ├── ShowGraphCallback.Rd ├── SigmoidRange.Rd ├── SignalCutout.Rd ├── SignalLoss.Rd ├── SignalShifter.Rd ├── SimpleCNN.Rd ├── SimpleSelfAttention.Rd ├── SortedDL.Rd ├── SpacyTokenizer.Rd ├── SpearmanCorrCoef.Rd ├── SpectrogramTransformer.Rd ├── SqueezeNet.Rd ├── Swish_.Rd ├── TSBlock.Rd ├── TSDataLoaders_from_dfs.Rd ├── TSDataTable.Rd ├── TSeries.Rd ├── TSeries_create.Rd ├── TabularDataTable.Rd ├── TabularModel.Rd ├── TabularTS.Rd ├── TabularTSDataloader.Rd ├── TensorBBox.Rd ├── TensorBBox_create.Rd ├── TensorImage.Rd ├── TensorImageBW.Rd ├── TensorMultiCategory.Rd ├── TensorPoint.Rd ├── TensorPoint_create.Rd ├── TerminateOnNaNCallback.Rd ├── TextBlock.Rd ├── TextBlock_from_df.Rd ├── TextBlock_from_folder.Rd ├── TextDataLoaders_from_csv.Rd ├── TextDataLoaders_from_df.Rd ├── TextDataLoaders_from_folder.Rd ├── TextLearner.Rd ├── TextLearner_load_encoder.Rd ├── TextLearner_load_pretrained.Rd ├── TextLearner_save_encoder.Rd ├── TfmResize.Rd ├── TfmdDL.Rd ├── TfmdLists.Rd ├── ToTensor.Rd ├── TokenizeWithRules.Rd ├── Tokenizer.Rd ├── Tokenizer_from_df.Rd ├── TrackerCallback.Rd ├── TrainEvalCallback.Rd ├── Transform.Rd ├── TransformBlock.Rd ├── TransformersDropOutput.Rd ├── TransformersTokenizer.Rd ├── URLs_ADULT_SAMPLE.Rd ├── URLs_AG_NEWS.Rd ├── URLs_AMAZON_REVIEWSAMAZON_REVIEWS.Rd ├── URLs_AMAZON_REVIEWS_POLARITY.Rd ├── URLs_BIWI_HEAD_POSE.Rd ├── URLs_CALTECH_101.Rd ├── URLs_CAMVID.Rd ├── URLs_CAMVID_TINY.Rd ├── URLs_CARS.Rd ├── URLs_CIFAR.Rd ├── URLs_CIFAR_100.Rd ├── URLs_COCO_TINY.Rd ├── URLs_CUB_200_2011.Rd ├── URLs_DBPEDIA.Rd ├── URLs_DOGS.Rd ├── URLs_FLOWERS.Rd ├── URLs_FOOD.Rd ├── URLs_HORSE_2_ZEBRA.Rd ├── URLs_HUMAN_NUMBERS.Rd ├── URLs_IMAGENETTE.Rd ├── URLs_IMAGENETTE_160.Rd ├── URLs_IMAGENETTE_320.Rd ├── URLs_IMAGEWOOF.Rd ├── URLs_IMAGEWOOF_160.Rd ├── URLs_IMAGEWOOF_320.Rd ├── URLs_IMDB.Rd ├── URLs_IMDB_SAMPLE.Rd ├── URLs_LSUN_BEDROOMS.Rd ├── URLs_ML_SAMPLE.Rd ├── URLs_MNIST.Rd ├── URLs_MNIST_SAMPLE.Rd ├── URLs_MNIST_TINY.Rd ├── URLs_MNIST_VAR_SIZE_TINY.Rd ├── URLs_MOVIE_LENS_ML_100k.Rd ├── URLs_MT_ENG_FRA.Rd ├── URLs_OPENAI_TRANSFORMER.Rd ├── URLs_PASCAL_2007.Rd ├── URLs_PASCAL_2012.Rd ├── URLs_PETS.Rd ├── URLs_PLANET_SAMPLE.Rd ├── URLs_PLANET_TINY.Rd ├── URLs_S3_COCO.Rd ├── URLs_S3_IMAGE.Rd ├── URLs_S3_IMAGELOC.Rd ├── URLs_S3_MODEL.Rd ├── URLs_S3_NLP.Rd ├── URLs_SIIM_SMALL.Rd ├── URLs_SKIN_LESION.Rd ├── URLs_SOGOU_NEWS.Rd ├── URLs_SPEAKERS10.Rd ├── URLs_SPEECHCOMMANDS.Rd ├── URLs_WIKITEXT.Rd ├── URLs_WIKITEXT_TINY.Rd ├── URLs_WT103_BWD.Rd ├── URLs_WT103_FWD.Rd ├── URLs_YAHOO_ANSWERS.Rd ├── URLs_YELP_REVIEWS.Rd ├── URLs_YELP_REVIEWS_POLARITY.Rd ├── UnetBlock.Rd ├── Voice.Rd ├── WandbCallback.Rd ├── Warp.Rd ├── WeightDropout.Rd ├── WeightedDL.Rd ├── XResNet.Rd ├── Zoom_.Rd ├── abs.Rd ├── abs.fastai.torch_core.TensorMask.Rd ├── accuracy.Rd ├── accuracy_multi.Rd ├── accuracy_thresh_expand.Rd ├── adam_step.Rd ├── adaptive_pool.Rd ├── add.Rd ├── add_cyclic_datepart.Rd ├── add_datepart.Rd ├── affine_coord.Rd ├── affine_mat.Rd ├── alexnet.Rd ├── and-.fastai.torch_core.TensorMask.Rd ├── apply_perspective.Rd ├── as_array.Rd ├── aspect.Rd ├── audio_extensions.Rd ├── aug_transforms.Rd ├── average_grad.Rd ├── average_sqr_grad.Rd ├── awd_lstm_clas_split.Rd ├── awd_lstm_lm_split.Rd ├── basic_critic.Rd ├── basic_generator.Rd ├── bb_pad.Rd ├── blurr.Rd ├── bs_find.Rd ├── bs_finder.Rd ├── bt.Rd ├── calculate_rouge.Rd ├── catalyst.Rd ├── catalyst_model.Rd ├── ceiling.fastai.torch_core.TensorMask.Rd ├── ceiling_.Rd ├── children_and_parameters.Rd ├── clean_raw_keys.Rd ├── clip_remove_empty.Rd ├── cm.Rd ├── cnn_config.Rd ├── cnn_learner.Rd ├── collab.Rd ├── collab_learner.Rd ├── colors.Rd ├── combined_flat_anneal.Rd ├── competition_download_file.Rd ├── competition_download_files.Rd ├── competition_leaderboard_download.Rd ├── competition_list_files.Rd ├── competition_submit.Rd ├── competitions_list.Rd ├── convT_norm_relu.Rd ├── conv_norm_lr.Rd ├── cos.fastai.torch_core.TensorMask.Rd ├── cos_.Rd ├── cosh.fastai.torch_core.TensorMask.Rd ├── cosh_.Rd ├── crap.Rd ├── crappifier.Rd ├── create_body.Rd ├── create_cnn_model.Rd ├── create_fcn.Rd ├── create_head.Rd ├── create_inception.Rd ├── create_mlp.Rd ├── create_resnet.Rd ├── create_unet_model.Rd ├── custom_loss.Rd ├── cutout_gaussian.Rd ├── cycle_learner.Rd ├── dataloaders.Rd ├── dcmread.Rd ├── debias.Rd ├── decision_plot.Rd ├── decode_spec_tokens.Rd ├── default_split.Rd ├── denormalize_imagenet.Rd ├── densenet121.Rd ├── densenet161.Rd ├── densenet169.Rd ├── densenet201.Rd ├── dependence_plot.Rd ├── detuplify_pg.Rd ├── dicom_windows.Rd ├── dihedral_mat.Rd ├── dim.Rd ├── dim.fastai.torch_core.TensorMask.Rd ├── discriminator.Rd ├── div.Rd ├── dropout_mask.Rd ├── dummy_eval.Rd ├── efficientdet_infer_dl.Rd ├── efficientdet_learner.Rd ├── efficientdet_model.Rd ├── efficientdet_predict_dl.Rd ├── efficientdet_train_dl.Rd ├── efficientdet_valid_dl.Rd ├── emb_sz_rule.Rd ├── error_rate.Rd ├── exp.Rd ├── exp.fastai.torch_core.TensorMask.Rd ├── exp_rmspe.Rd ├── expm1.Rd ├── expm1.fastai.torch_core.TensorMask.Rd ├── export_generator.Rd ├── fView.Rd ├── fa_collate.Rd ├── fa_convert.Rd ├── fastai_version.Rd ├── fastaudio.Rd ├── faster_rcnn_infer_dl.Rd ├── faster_rcnn_learner.Rd ├── faster_rcnn_model.Rd ├── faster_rcnn_predict_dl.Rd ├── faster_rcnn_train_dl.Rd ├── faster_rcnn_valid_dl.Rd ├── fastinf.Rd ├── find_coeffs.Rd ├── fine_tune.Rd ├── fit.fastai.learner.Learner.Rd ├── fit.fastai.tabular.learner.TabularLearner.Rd ├── fit.fastai.vision.gan.GANLearner.Rd ├── fit_flat_cos.Rd ├── fit_flat_lin.Rd ├── fit_one_cycle.Rd ├── fit_sgdr.Rd ├── fix_fit.Rd ├── fix_html.Rd ├── flatten_check.Rd ├── flatten_model.Rd ├── flip_mat.Rd ├── float.Rd ├── floor.fastai.torch_core.TensorMask.Rd ├── floor_.Rd ├── floor_div.Rd ├── floor_mod.Rd ├── fmodule.Rd ├── force_plot.Rd ├── foreground_acc.Rd ├── forget_mult_CPU.Rd ├── freeze.Rd ├── gan_critic.Rd ├── gan_loss_from_func.Rd ├── gauss_blur2d.Rd ├── generate_noise.Rd ├── get_annotations.Rd ├── get_audio_files.Rd ├── get_bias.Rd ├── get_c.Rd ├── get_confusion_matrix.Rd ├── get_data_loaders.Rd ├── get_dcm_matrix.Rd ├── get_dicom_files.Rd ├── get_dls.Rd ├── get_emb_sz.Rd ├── get_files.Rd ├── get_grid.Rd ├── get_hf_objects.Rd ├── get_image_files.Rd ├── get_language_model.Rd ├── get_preds_cyclegan.Rd ├── get_text_classifier.Rd ├── get_text_files.Rd ├── get_weights.Rd ├── grapes-f-grapes.Rd ├── grapes-grapes-.fastai.torch_core.TensorMask.Rd ├── grapes-slash-grapes-.fastai.torch_core.TensorMask.Rd ├── grayscale.Rd ├── greater-than-.fastai.torch_core.TensorMask.Rd ├── greater-than-equals-.fastai.torch_core.TensorMask.Rd ├── greater.Rd ├── greater_or_equal.Rd ├── has_params.Rd ├── has_pool_type.Rd ├── helper.Rd ├── hf_splitter.Rd ├── hook_output.Rd ├── hook_outputs.Rd ├── hsv2rgb.Rd ├── hug.Rd ├── icevision.Rd ├── icevision_Adapter.Rd ├── icevision_BasicIAATransform.Rd ├── icevision_BasicTransform.Rd ├── icevision_Blur.Rd ├── icevision_CLAHE.Rd ├── icevision_ChannelDropout.Rd ├── icevision_ChannelShuffle.Rd ├── icevision_ClassMap.Rd ├── icevision_CoarseDropout.Rd ├── icevision_ColorJitter.Rd ├── icevision_Compose.Rd ├── icevision_Crop.Rd ├── icevision_CropNonEmptyMaskIfExists.Rd ├── icevision_Cutout.Rd ├── icevision_Dataset.Rd ├── icevision_Dataset_from_images.Rd ├── icevision_Downscale.Rd ├── icevision_DualIAATransform.Rd ├── icevision_DualTransform.Rd ├── icevision_ElasticTransform.Rd ├── icevision_Equalize.Rd ├── icevision_FDA.Rd ├── icevision_FancyPCA.Rd ├── icevision_FixedSplitter.Rd ├── icevision_Flip.Rd ├── icevision_FromFloat.Rd ├── icevision_GaussNoise.Rd ├── icevision_GaussianBlur.Rd ├── icevision_GlassBlur.Rd ├── icevision_GridDistortion.Rd ├── icevision_GridDropout.Rd ├── icevision_HistogramMatching.Rd ├── icevision_HorizontalFlip.Rd ├── icevision_HueSaturationValue.Rd ├── icevision_IAAAdditiveGaussianNoise.Rd ├── icevision_IAAAffine.Rd ├── icevision_IAACropAndPad.Rd ├── icevision_IAAEmboss.Rd ├── icevision_IAAFliplr.Rd ├── icevision_IAAFlipud.Rd ├── icevision_IAAPerspective.Rd ├── icevision_IAAPiecewiseAffine.Rd ├── icevision_IAASharpen.Rd ├── icevision_IAASuperpixels.Rd ├── icevision_ISONoise.Rd ├── icevision_ImageCompression.Rd ├── icevision_ImageOnlyIAATransform.Rd ├── icevision_ImageOnlyTransform.Rd ├── icevision_InvertImg.Rd ├── icevision_JpegCompression.Rd ├── icevision_LongestMaxSize.Rd ├── icevision_MaskDropout.Rd ├── icevision_MedianBlur.Rd ├── icevision_MotionBlur.Rd ├── icevision_MultiplicativeNoise.Rd ├── icevision_Normalize.Rd ├── icevision_OpticalDistortion.Rd ├── icevision_PadIfNeeded.Rd ├── icevision_Posterize.Rd ├── icevision_RGBShift.Rd ├── icevision_RandomBrightnessContrast.Rd ├── icevision_RandomContrast.Rd ├── icevision_RandomCrop.Rd ├── icevision_RandomCropNearBBox.Rd ├── icevision_RandomFog.Rd ├── icevision_RandomGamma.Rd ├── icevision_RandomGridShuffle.Rd ├── icevision_RandomRain.Rd ├── icevision_RandomResizedCrop.Rd ├── icevision_RandomRotate90.Rd ├── icevision_RandomScale.Rd ├── icevision_RandomShadow.Rd ├── icevision_RandomSizedBBoxSafeCrop.Rd ├── icevision_RandomSizedCrop.Rd ├── icevision_RandomSnow.Rd ├── icevision_RandomSplitter.Rd ├── icevision_RandomSunFlare.Rd ├── icevision_Resize.Rd ├── icevision_Rotate.Rd ├── icevision_ShiftScaleRotate.Rd ├── icevision_SingleSplitSplitter.Rd ├── icevision_SmallestMaxSize.Rd ├── icevision_Solarize.Rd ├── icevision_ToFloat.Rd ├── icevision_ToGray.Rd ├── icevision_ToSepia.Rd ├── icevision_Transpose.Rd ├── icevision_VerticalFlip.Rd ├── icevision_aug_tfms.Rd ├── icevision_parse.Rd ├── icevision_read_bgr_image.Rd ├── icevision_read_rgb_image.Rd ├── icevision_resize_and_pad.Rd ├── icnr_init.Rd ├── image2tensor.Rd ├── imagenet_stats.Rd ├── in_channels.Rd ├── init.Rd ├── init_default.Rd ├── init_linear.Rd ├── install_fastai.Rd ├── is_rmarkdown.Rd ├── kg.Rd ├── l2_reg.Rd ├── lamb_step.Rd ├── language_model_learner.Rd ├── larc_layer_lr.Rd ├── larc_step.Rd ├── layer_info.Rd ├── length.Rd ├── length.fastai.torch_core.TensorMask.Rd ├── less-than-.fastai.torch_core.TensorMask.Rd ├── less-than-equals-.fastai.torch_core.TensorMask.Rd ├── less.Rd ├── less_or_equal.Rd ├── load_dataset.Rd ├── load_ignore_keys.Rd ├── load_image.Rd ├── load_learner.Rd ├── load_model_text.Rd ├── load_pre_models.Rd ├── load_tokenized_csv.Rd ├── loaders.Rd ├── log.Rd ├── log.fastai.torch_core.TensorMask.Rd ├── log1p.Rd ├── log1p.fastai.torch_core.TensorMask.Rd ├── logical_and.Rd ├── logical_not_.Rd ├── logical_or.Rd ├── login.Rd ├── lr_find.Rd ├── mae.Rd ├── make_vocab.Rd ├── mask2bbox.Rd ├── mask_eq.Rd ├── mask_from_blur.Rd ├── mask_rcnn_infer_dl.Rd ├── mask_rcnn_learner.Rd ├── mask_rcnn_model.Rd ├── mask_rcnn_predict_dl.Rd ├── mask_rcnn_train_dl.Rd ├── mask_rcnn_valid_dl.Rd ├── mask_tensor.Rd ├── masked_concat_pool.Rd ├── match_embeds.Rd ├── max.Rd ├── max.fastai.torch_core.TensorMask.Rd ├── maybe_unsqueeze.Rd ├── mean.fastai.torch_core.TensorMask.Rd ├── mean.torch.Tensor.Rd ├── medical.Rd ├── metrics.Rd ├── migrating_ignite.Rd ├── migrating_lightning.Rd ├── migrating_pytorch.Rd ├── min.Rd ├── min.fastai.torch_core.TensorMask.Rd ├── mish.Rd ├── model_sizes.Rd ├── momentum_step.Rd ├── most_confused.Rd ├── mse.Rd ├── msle.Rd ├── multiplygit-add-A-and-and-git-commit-m-single-quote-staging-all-files-single-quote.Rd ├── n_px.Rd ├── narrow.Rd ├── nn.Rd ├── nn_loss.Rd ├── nn_module.Rd ├── noop.Rd ├── norm_apply_denorm.Rd ├── not__mask.Rd ├── not_equal_to.Rd ├── not_equal_to_mask_.Rd ├── num_features_model.Rd ├── one_batch.Rd ├── optim_metric.Rd ├── or_mask.Rd ├── os.Rd ├── os_environ_tpu.Rd ├── pad_conv_norm_relu.Rd ├── pad_input.Rd ├── pad_input_chunk.Rd ├── parallel.Rd ├── parallel_tokenize.Rd ├── params.Rd ├── parent_label.Rd ├── parsers_AreasMixin.Rd ├── parsers_BBoxesMixin.Rd ├── parsers_FasterRCNN.Rd ├── parsers_FilepathMixin.Rd ├── parsers_ImageidMixin.Rd ├── parsers_IsCrowdsMixin.Rd ├── parsers_LabelsMixin.Rd ├── parsers_MaskRCNN.Rd ├── parsers_MasksMixin.Rd ├── parsers_SizeMixin.Rd ├── parsers_voc.Rd ├── partial.Rd ├── pca.Rd ├── plot.Rd ├── plot_bs_find.Rd ├── plot_confusion_matrix.Rd ├── plot_loss.Rd ├── plot_lr_find.Rd ├── plot_top_losses.Rd ├── plus-.fastai.torch_core.TensorMask.Rd ├── plus-.torch.nn.modules.container.Sequential.Rd ├── pow-.fastai.torch_core.TensorMask.Rd ├── pow.Rd ├── pre_process_squad.Rd ├── predict.fastai.learner.Learner.Rd ├── predict.fastai.tabular.learner.TabularLearner.Rd ├── preplexity.Rd ├── preprocess_audio_folder.Rd ├── print.fastai.learner.Learner.Rd ├── print.fastai.tabular.learner.TabularLearner.Rd ├── print.pydicom.dataset.FileDataset.Rd ├── py_apply.Rd ├── python_path.Rd ├── qhadam_step.Rd ├── radam_step.Rd ├── ranger.Rd ├── reexports.Rd ├── replace_all_caps.Rd ├── replace_maj.Rd ├── replace_rep.Rd ├── replace_wrep.Rd ├── res_block_1d.Rd ├── reshape.Rd ├── resize_max.Rd ├── resnet101.Rd ├── resnet152.Rd ├── resnet18.Rd ├── resnet34.Rd ├── resnet50.Rd ├── resnet_generator.Rd ├── retinanet_.Rd ├── reverse_text.Rd ├── rgb2hsv.Rd ├── rm_useless_spaces.Rd ├── rms_prop_step.Rd ├── rmse.Rd ├── rotate_mat.Rd ├── round.Rd ├── round.fastai.torch_core.TensorMask.Rd ├── sequential.Rd ├── set_freeze_model.Rd ├── set_item_pg.Rd ├── setup_aug_tfms.Rd ├── sgd_step.Rd ├── shap.Rd ├── shape.Rd ├── show.Rd ├── show_array.Rd ├── show_batch.Rd ├── show_image.Rd ├── show_images.Rd ├── show_preds.Rd ├── show_results.Rd ├── show_samples.Rd ├── sigmoid.Rd ├── sigmoid_.Rd ├── sigmoid_range.Rd ├── sin.fastai.torch_core.TensorMask.Rd ├── sin_.Rd ├── sinh.fastai.torch_core.TensorMask.Rd ├── skm_to_fastai.Rd ├── slash-.fastai.torch_core.TensorMask.Rd ├── slice.Rd ├── sort.Rd ├── sort.fastai.torch_core.TensorMask.Rd ├── spec_add_spaces.Rd ├── sqrd.Rd ├── sqrt.fastai.torch_core.TensorMask.Rd ├── squeezenet1_0.Rd ├── squeezenet1_1.Rd ├── stack_train_valid.Rd ├── step_stat.Rd ├── sub.Rd ├── sub_mask.Rd ├── subplots.Rd ├── summarization_splitter.Rd ├── summary.fastai.learner.Learner.Rd ├── summary.fastai.tabular.learner.TabularLearner.Rd ├── summary_plot.Rd ├── swish.Rd ├── tabular.Rd ├── tabular_config.Rd ├── tabular_learner.Rd ├── tar_extract_at_filename.Rd ├── tensor.Rd ├── tensor_eq.Rd ├── tensor_eq_img.Rd ├── test_loader.Rd ├── text.Rd ├── text_classifier_learner.Rd ├── times-.fastai.torch_core.TensorMask.Rd ├── timm.Rd ├── timm_learner.Rd ├── timm_list_models.Rd ├── tms.Rd ├── to_bytes_format.Rd ├── to_image.Rd ├── to_matrix.Rd ├── to_thumb.Rd ├── to_xla.Rd ├── tokenize1.Rd ├── tokenize_csv.Rd ├── tokenize_df.Rd ├── tokenize_files.Rd ├── tokenize_folder.Rd ├── tokenize_texts.Rd ├── top_k_accuracy.Rd ├── torch.Rd ├── total_params.Rd ├── train_loader.Rd ├── trainable_params.Rd ├── transformers.Rd ├── trunc_normal_.Rd ├── unet_config.Rd ├── unet_learner.Rd ├── unfreeze.Rd ├── uniform_blur2d.Rd ├── upit.Rd ├── vgg11_bn.Rd ├── vgg13_bn.Rd ├── vgg16_bn.Rd ├── vgg19_bn.Rd ├── vision.Rd ├── vleaky_relu.Rd ├── wandb.Rd ├── waterfall_plot.Rd ├── weight_decay.Rd ├── win_abdoment_soft.Rd ├── win_brain.Rd ├── win_brain_bone.Rd ├── win_brain_soft.Rd ├── win_liver.Rd ├── win_lungs.Rd ├── win_mediastinum.Rd ├── win_spine_bone.Rd ├── win_spine_soft.Rd ├── win_stroke.Rd ├── win_subdural.Rd ├── xla.Rd ├── xresnet101.Rd ├── xresnet152.Rd ├── xresnet18.Rd ├── xresnet18_deep.Rd ├── xresnet18_deeper.Rd ├── xresnet34.Rd ├── xresnet34_deep.Rd ├── xresnet34_deeper.Rd ├── xresnet50.Rd ├── xresnet50_deep.Rd ├── xresnet50_deeper.Rd ├── xresnext101.Rd ├── xresnext18.Rd ├── xresnext34.Rd ├── xresnext50.Rd ├── xse_resnet101.Rd ├── xse_resnet152.Rd ├── xse_resnet18.Rd ├── xse_resnet34.Rd ├── xse_resnet50.Rd ├── xse_resnext101.Rd ├── xse_resnext18.Rd ├── xse_resnext18_deep.Rd ├── xse_resnext18_deeper.Rd ├── xse_resnext34.Rd ├── xse_resnext34_deep.Rd ├── xse_resnext34_deeper.Rd ├── xse_resnext50.Rd ├── xse_resnext50_deep.Rd ├── xse_resnext50_deeper.Rd ├── xsenet154.Rd ├── zoom.Rd └── zoom_mat.Rd ├── pkgdown └── _pkgdown.yml ├── tests ├── testthat.R └── testthat │ ├── test-GAN.R │ ├── test-collab.R │ ├── test-experimental.R │ ├── test-generics-tensor.R │ ├── test-image.R │ ├── test-medical.R │ ├── test-medical_image_render.R │ ├── test-model_load.R │ ├── test-modify.R │ ├── test-nn_module.R │ ├── test-predict_medical.R │ ├── test-pretrained_in_cnn_learner.R │ ├── test-regression.R │ ├── test-tabular.R │ ├── test-text-load.R │ ├── test-text.R │ ├── test-time-series.R │ └── utils.R └── vignettes ├── Basic_Tabular.Rmd ├── Basic_Tabular.html ├── audio.Rmd ├── audio.html ├── audio2tf.Rmd ├── audio2tf.html ├── basic_img_class.Rmd ├── basic_img_class.html ├── bayes_opt.Rmd ├── bayes_opt.html ├── callbacks.Rmd ├── callbacks.html ├── catalyst.Rmd ├── catalyst.html ├── custom_img.Rmd ├── custom_img.html ├── data_aug.Rmd ├── data_aug.html ├── gpt.Rmd ├── gpt.html ├── head_pose.Rmd ├── head_pose.html ├── images ├── cat.png ├── catalyst.png ├── cats.png ├── center_crop.png ├── conf_tab.png ├── crop.png ├── detect.png ├── dihedral.png ├── flip.png ├── ignite.jpg ├── img_batch.png ├── lightning.png ├── loss_vig_tab.png ├── modes.png ├── pneu.png ├── pneu0.png ├── pneu2.png ├── point.png ├── point_res.png ├── points.png ├── pytorch.png ├── random_crop.png ├── random_resize.png ├── resize.png ├── simple.png ├── superresgan.png ├── superresgan1.png └── voice.png ├── lightning.Rmd ├── lightning.html ├── low.Rmd ├── low.html ├── medical_dcm.Rmd ├── medical_dcm.html ├── migrating_ignite.Rmd ├── migrating_ignite.html ├── migrating_pytorch.Rmd ├── migrating_pytorch.html ├── multilabel.Rmd ├── multilabel.html ├── obj_detect.Rmd ├── obj_detect.html ├── optimizer.Rmd ├── optimizer.html ├── question_answering.Rmd ├── question_answering.html ├── super_res_gan.Rmd ├── super_res_gan.html ├── textclassification.Rmd ├── textclassification.html ├── textsummarize.Rmd ├── textsummarize.html ├── time_series.Rmd └── time_series.html /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EagerAI/fastai/a6d63440bcb97c0d7390ba658267e6428ad91fdd/.DS_Store -------------------------------------------------------------------------------- /.github/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EagerAI/fastai/a6d63440bcb97c0d7390ba658267e6428ad91fdd/.github/.DS_Store -------------------------------------------------------------------------------- /.github/.gitignore: 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\title{AdaptiveAvgPool} 6 | \usage{ 7 | AdaptiveAvgPool(sz = 1, ndim = 2) 8 | } 9 | \arguments{ 10 | \item{sz}{size} 11 | 12 | \item{ndim}{dimension size} 13 | } 14 | \description{ 15 | nn()$AdaptiveAvgPool layer for `ndim` 16 | } 17 | -------------------------------------------------------------------------------- /man/AdaptiveLoss.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/Loss.R 3 | \name{AdaptiveLoss} 4 | \alias{AdaptiveLoss} 5 | \title{AdaptiveLoss} 6 | \usage{ 7 | AdaptiveLoss(crit) 8 | } 9 | \arguments{ 10 | \item{crit}{critic} 11 | } 12 | \value{ 13 | Loss object 14 | } 15 | \description{ 16 | Expand the `target` to match the `output` size before applying `crit`. 17 | } 18 | -------------------------------------------------------------------------------- /man/AddChannels.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/GAN.R 3 | \name{AddChannels} 4 | \alias{AddChannels} 5 | \title{Add Channels} 6 | \usage{ 7 | AddChannels(n_dim) 8 | } 9 | \arguments{ 10 | \item{n_dim}{number of dimensions} 11 | } 12 | \description{ 13 | Add `n_dim` channels at the end of the input. 14 | } 15 | -------------------------------------------------------------------------------- /man/AudioPadType.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{AudioPadType} 4 | \alias{AudioPadType} 5 | \title{AudioPadType module} 6 | \usage{ 7 | AudioPadType() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | AudioPadType module 14 | } 15 | -------------------------------------------------------------------------------- /man/AudioSpectrogram.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{AudioSpectrogram} 4 | \alias{AudioSpectrogram} 5 | \title{AudioSpectrogram module} 6 | \usage{ 7 | AudioSpectrogram() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | AudioSpectrogram module 14 | } 15 | -------------------------------------------------------------------------------- /man/AudioTensor.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/audio_core_signal.R 3 | \name{AudioTensor} 4 | \alias{AudioTensor} 5 | \title{Audio Tensor} 6 | \usage{ 7 | AudioTensor(x, sr = NULL) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | 12 | \item{sr}{sr} 13 | } 14 | \value{ 15 | tensor 16 | } 17 | \description{ 18 | Semantic torch tensor that represents an audio. 19 | } 20 | -------------------------------------------------------------------------------- /man/AutoConfig.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{AutoConfig} 4 | \alias{AutoConfig} 5 | \title{Auto configuration} 6 | \usage{ 7 | AutoConfig() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Auto configuration 14 | } 15 | -------------------------------------------------------------------------------- /man/AvgLoss.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/Loss.R 3 | \name{AvgLoss} 4 | \alias{AvgLoss} 5 | \title{AvgLoss} 6 | \usage{ 7 | AvgLoss(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | Loss object 14 | } 15 | \description{ 16 | Flattens input and output, same as nn$AvgLoss 17 | } 18 | -------------------------------------------------------------------------------- /man/AvgSmoothLoss.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/Loss.R 3 | \name{AvgSmoothLoss} 4 | \alias{AvgSmoothLoss} 5 | \title{AvgSmoothLoss} 6 | \usage{ 7 | AvgSmoothLoss(beta = 0.98) 8 | } 9 | \arguments{ 10 | \item{beta}{beta, defaults to 0.98} 11 | } 12 | \value{ 13 | Loss object 14 | } 15 | \description{ 16 | Smooth average of the losses (exponentially weighted with `beta`) 17 | } 18 | -------------------------------------------------------------------------------- /man/BBoxBlock.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_data.R 3 | \name{BBoxBlock} 4 | \alias{BBoxBlock} 5 | \title{BBoxBlock} 6 | \usage{ 7 | BBoxBlock() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | A `TransformBlock` for bounding boxes in an image 14 | } 15 | -------------------------------------------------------------------------------- /man/BCELossFlat.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/Loss.R 3 | \name{BCELossFlat} 4 | \alias{BCELossFlat} 5 | \title{BCELossFlat} 6 | \usage{ 7 | BCELossFlat(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | Loss object 14 | } 15 | \description{ 16 | Flattens input and output, same as nn$BCELoss 17 | } 18 | -------------------------------------------------------------------------------- /man/BCEWithLogitsLossFlat.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/Loss.R 3 | \name{BCEWithLogitsLossFlat} 4 | \alias{BCEWithLogitsLossFlat} 5 | \title{BCEWithLogitsLossFlat} 6 | \usage{ 7 | BCEWithLogitsLossFlat(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | Loss object 14 | } 15 | \description{ 16 | BCEWithLogitsLossFlat 17 | } 18 | -------------------------------------------------------------------------------- /man/BaseLoss.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/Loss.R 3 | \name{BaseLoss} 4 | \alias{BaseLoss} 5 | \title{BaseLoss} 6 | \usage{ 7 | BaseLoss(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | Loss object 14 | } 15 | \description{ 16 | Flattens input and output, same as nn$BaseLoss 17 | } 18 | -------------------------------------------------------------------------------- /man/BaseTokenizer.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_core.R 3 | \name{BaseTokenizer} 4 | \alias{BaseTokenizer} 5 | \title{BaseTokenizer} 6 | \usage{ 7 | BaseTokenizer(split_char = " ") 8 | } 9 | \arguments{ 10 | \item{split_char}{separator} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Basic tokenizer that just splits on spaces 17 | } 18 | -------------------------------------------------------------------------------- /man/COCOMetricType.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_metrics.R 3 | \name{COCOMetricType} 4 | \alias{COCOMetricType} 5 | \title{COCOMetricType} 6 | \usage{ 7 | COCOMetricType() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Available options for `COCOMetric` 14 | } 15 | -------------------------------------------------------------------------------- /man/Callback.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{Callback} 4 | \alias{Callback} 5 | \title{Callback module} 6 | \usage{ 7 | Callback() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Callback module 14 | } 15 | -------------------------------------------------------------------------------- /man/Cat.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{Cat} 4 | \alias{Cat} 5 | \title{Cat} 6 | \usage{ 7 | Cat(layers, dim = 1) 8 | } 9 | \arguments{ 10 | \item{layers}{layers} 11 | 12 | \item{dim}{dimension size} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Concatenate layers outputs over a given dim 19 | } 20 | -------------------------------------------------------------------------------- /man/ColSplitter.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_data.R 3 | \name{ColSplitter} 4 | \alias{ColSplitter} 5 | \title{ColSplitter} 6 | \usage{ 7 | ColSplitter(col = "is_valid") 8 | } 9 | \arguments{ 10 | \item{col}{column} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Split `items` (supposed to be a dataframe) by value in `col` 17 | } 18 | -------------------------------------------------------------------------------- /man/CudaCallback.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks.R 3 | \name{CudaCallback} 4 | \alias{CudaCallback} 5 | \title{CudaCallback} 6 | \usage{ 7 | CudaCallback(device = NULL) 8 | } 9 | \arguments{ 10 | \item{device}{device name} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Move data to CUDA device 17 | } 18 | -------------------------------------------------------------------------------- /man/CutMix.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_mixup_preds_rnn.R 3 | \name{CutMix} 4 | \alias{CutMix} 5 | \title{CutMix} 6 | \usage{ 7 | CutMix(alpha = 1) 8 | } 9 | \arguments{ 10 | \item{alpha}{alpha} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Implementation of `https://arxiv.org/abs/1905.04899` 17 | } 18 | -------------------------------------------------------------------------------- /man/CycleGANTrainer.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/cycleGAN_models.R 3 | \name{CycleGANTrainer} 4 | \alias{CycleGANTrainer} 5 | \title{CycleGANTrainer} 6 | \usage{ 7 | CycleGANTrainer(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Learner Callback for training a CycleGAN model. 17 | } 18 | -------------------------------------------------------------------------------- /man/Debugger.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{Debugger} 4 | \alias{Debugger} 5 | \title{Debugger} 6 | \usage{ 7 | Debugger(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | A module to debug inside a model 17 | } 18 | -------------------------------------------------------------------------------- /man/Delta.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/audio_aug_spectrogram.R 3 | \name{Delta} 4 | \alias{Delta} 5 | \title{Delta} 6 | \usage{ 7 | Delta(width = 9) 8 | } 9 | \arguments{ 10 | \item{width}{int, width} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Creates delta with order 1 and 2 from spectrogram 17 | and concatenate with the original 18 | } 19 | -------------------------------------------------------------------------------- /man/DeterministicDraw.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_augment.R 3 | \name{DeterministicDraw} 4 | \alias{DeterministicDraw} 5 | \title{DeterministicDraw} 6 | \usage{ 7 | DeterministicDraw(vals) 8 | } 9 | \arguments{ 10 | \item{vals}{values} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | DeterministicDraw 17 | } 18 | -------------------------------------------------------------------------------- /man/Dice.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/metric.R 3 | \name{Dice} 4 | \alias{Dice} 5 | \title{Dice coefficient} 6 | \usage{ 7 | Dice(axis = 1) 8 | } 9 | \arguments{ 10 | \item{axis}{axis} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Dice coefficient metric for binary target in segmentation 17 | } 18 | -------------------------------------------------------------------------------- /man/Dicom.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{Dicom} 4 | \alias{Dicom} 5 | \title{Dicom class} 6 | \usage{ 7 | Dicom() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Dicom class 14 | } 15 | -------------------------------------------------------------------------------- /man/EarlyStoppingCallback.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks.R 3 | \name{EarlyStoppingCallback} 4 | \alias{EarlyStoppingCallback} 5 | \title{EarlyStoppingCallback} 6 | \usage{ 7 | EarlyStoppingCallback(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | EarlyStoppingCallback 17 | } 18 | -------------------------------------------------------------------------------- /man/Embedding.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{Embedding} 4 | \alias{Embedding} 5 | \title{Embedding} 6 | \usage{ 7 | Embedding(ni, nf) 8 | } 9 | \arguments{ 10 | \item{ni}{inputs} 11 | 12 | \item{nf}{outputs / number of features} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Embedding layer with truncated normal initialization 19 | } 20 | -------------------------------------------------------------------------------- /man/FileSplitter.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/GAN.R 3 | \name{FileSplitter} 4 | \alias{FileSplitter} 5 | \title{File Splitter} 6 | \usage{ 7 | FileSplitter(fname) 8 | } 9 | \arguments{ 10 | \item{fname}{file name} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Split `items` by providing file `fname` (contains names of valid items separated by newline). 17 | } 18 | -------------------------------------------------------------------------------- /man/FillStrategy_COMMON.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/tabular_transform.R 3 | \name{FillStrategy_COMMON} 4 | \alias{FillStrategy_COMMON} 5 | \title{COMMON} 6 | \usage{ 7 | FillStrategy_COMMON() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | An enumeration. 14 | } 15 | -------------------------------------------------------------------------------- /man/FillStrategy_CONSTANT.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/tabular_transform.R 3 | \name{FillStrategy_CONSTANT} 4 | \alias{FillStrategy_CONSTANT} 5 | \title{CONSTANT} 6 | \usage{ 7 | FillStrategy_CONSTANT() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | An enumeration. 14 | } 15 | -------------------------------------------------------------------------------- /man/FillStrategy_MEDIAN.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/tabular_transform.R 3 | \name{FillStrategy_MEDIAN} 4 | \alias{FillStrategy_MEDIAN} 5 | \title{MEDIAN} 6 | \usage{ 7 | FillStrategy_MEDIAN() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | An enumeration. 14 | } 15 | -------------------------------------------------------------------------------- /man/Flatten.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{Flatten} 4 | \alias{Flatten} 5 | \title{Flatten} 6 | \usage{ 7 | Flatten(full = FALSE) 8 | } 9 | \arguments{ 10 | \item{full}{bool, full or not} 11 | } 12 | \description{ 13 | Flatten `x` to a single dimension, e.g. at end of a model. `full` for rank-1 tensor 14 | } 15 | -------------------------------------------------------------------------------- /man/FlipItem.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_augment.R 3 | \name{FlipItem} 4 | \alias{FlipItem} 5 | \title{FlipItem} 6 | \usage{ 7 | FlipItem(p = 0.5) 8 | } 9 | \arguments{ 10 | \item{p}{probability} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Randomly flip with probability `p` 17 | } 18 | -------------------------------------------------------------------------------- /man/ForgetMultGPU.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_models.R 3 | \name{ForgetMultGPU} 4 | \alias{ForgetMultGPU} 5 | \title{ForgetMultGPU} 6 | \usage{ 7 | ForgetMultGPU(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Wrapper around the CUDA kernels for the ForgetMult gate. 17 | } 18 | -------------------------------------------------------------------------------- /man/FuncSplitter.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_augment.R 3 | \name{FuncSplitter} 4 | \alias{FuncSplitter} 5 | \title{FuncSplitter} 6 | \usage{ 7 | FuncSplitter(func) 8 | } 9 | \arguments{ 10 | \item{func}{function} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Split `items` by result of `func` (`TRUE` for validation, `FALSE` for training set). 17 | } 18 | -------------------------------------------------------------------------------- /man/HF_ARCHITECTURES.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{HF_ARCHITECTURES} 4 | \alias{HF_ARCHITECTURES} 5 | \title{HF_ARCHITECTURES} 6 | \usage{ 7 | HF_ARCHITECTURES() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | An enumeration. 14 | } 15 | -------------------------------------------------------------------------------- /man/HF_BaseModelCallback.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{HF_BaseModelCallback} 4 | \alias{HF_BaseModelCallback} 5 | \title{HF_BaseModelCallback} 6 | \usage{ 7 | HF_BaseModelCallback(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | HF_BaseModelCallback 17 | } 18 | -------------------------------------------------------------------------------- /man/HF_QuestionAnswerInput.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{HF_QuestionAnswerInput} 4 | \alias{HF_QuestionAnswerInput} 5 | \title{HF_QuestionAnswerInput} 6 | \usage{ 7 | HF_QuestionAnswerInput(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to apss} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | HF_QuestionAnswerInput 17 | } 18 | -------------------------------------------------------------------------------- /man/HF_SummarizationInput.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{HF_SummarizationInput} 4 | \alias{HF_SummarizationInput} 5 | \title{HF_SummarizationInput} 6 | \usage{ 7 | HF_SummarizationInput() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | HF_SummarizationInput 14 | } 15 | -------------------------------------------------------------------------------- /man/HF_TASKS_ALL.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{HF_TASKS_ALL} 4 | \alias{HF_TASKS_ALL} 5 | \title{HF_TASKS_ALL} 6 | \usage{ 7 | HF_TASKS_ALL() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | An enumeration. 14 | } 15 | -------------------------------------------------------------------------------- /man/HF_TASKS_AUTO.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{HF_TASKS_AUTO} 4 | \alias{HF_TASKS_AUTO} 5 | \title{HF_TASKS_AUTO} 6 | \usage{ 7 | HF_TASKS_AUTO() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | An enumeration. 14 | } 15 | -------------------------------------------------------------------------------- /man/HF_TextBlock.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{HF_TextBlock} 4 | \alias{HF_TextBlock} 5 | \title{HF_TextBlock} 6 | \usage{ 7 | HF_TextBlock(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | A basic wrapper that links defaults transforms for the data block API 17 | } 18 | -------------------------------------------------------------------------------- /man/HF_TokenClassInput.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{HF_TokenClassInput} 4 | \alias{HF_TokenClassInput} 5 | \title{HF_TokenClassInput} 6 | \usage{ 7 | HF_TokenClassInput() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | HF_TokenClassInput 14 | } 15 | -------------------------------------------------------------------------------- /man/HF_TokenTensorCategory.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{HF_TokenTensorCategory} 4 | \alias{HF_TokenTensorCategory} 5 | \title{HF_TokenTensorCategory} 6 | \usage{ 7 | HF_TokenTensorCategory() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | HF_TokenTensorCategory 14 | } 15 | -------------------------------------------------------------------------------- /man/IDMap.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_datasplitters.R 3 | \name{IDMap} 4 | \alias{IDMap} 5 | \title{IDMap} 6 | \usage{ 7 | IDMap(initial_names = NULL) 8 | } 9 | \arguments{ 10 | \item{initial_names}{initial_names} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Works like a dictionary that automatically assign values for new keys. 17 | } 18 | -------------------------------------------------------------------------------- /man/Image.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{Image} 4 | \alias{Image} 5 | \title{Image} 6 | \usage{ 7 | Image(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Image 17 | } 18 | -------------------------------------------------------------------------------- /man/ImageBW_create.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{ImageBW_create} 4 | \alias{ImageBW_create} 5 | \title{ImageBW_create} 6 | \usage{ 7 | ImageBW_create(fn) 8 | } 9 | \arguments{ 10 | \item{fn}{file name} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Open an `Image` from path `fn` 17 | } 18 | -------------------------------------------------------------------------------- /man/ImageBlock.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blocks.R 3 | \name{ImageBlock} 4 | \alias{ImageBlock} 5 | \title{ImageBlock} 6 | \usage{ 7 | ImageBlock(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | block 14 | } 15 | \description{ 16 | A `TransformBlock` for images of `cls` 17 | } 18 | -------------------------------------------------------------------------------- /man/Image_create.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{Image_create} 4 | \alias{Image_create} 5 | \title{Image_create} 6 | \usage{ 7 | Image_create(fn) 8 | } 9 | \arguments{ 10 | \item{fn}{file name} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Open an `Image` from path `fn` 17 | } 18 | -------------------------------------------------------------------------------- /man/Image_open.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{Image_open} 4 | \alias{Image_open} 5 | \title{Image_open} 6 | \usage{ 7 | Image_open(fp, mode = "r") 8 | } 9 | \arguments{ 10 | \item{fp}{fp} 11 | 12 | \item{mode}{mode} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Opens and identifies the given image file. 19 | } 20 | -------------------------------------------------------------------------------- /man/InvisibleTensor.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/GAN.R 3 | \name{InvisibleTensor} 4 | \alias{InvisibleTensor} 5 | \title{Invisible Tensor} 6 | \usage{ 7 | InvisibleTensor(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Invisible Tensor 17 | } 18 | -------------------------------------------------------------------------------- /man/JaccardCoeff.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/metric.R 3 | \name{JaccardCoeff} 4 | \alias{JaccardCoeff} 5 | \title{JaccardCoeff} 6 | \usage{ 7 | JaccardCoeff(axis = 1) 8 | } 9 | \arguments{ 10 | \item{axis}{axis} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Implementation of the Jaccard coefficient that is lighter in RAM 17 | } 18 | -------------------------------------------------------------------------------- /man/L.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{L} 4 | \alias{L} 5 | \title{L} 6 | \usage{ 7 | L(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \description{ 13 | Behaves like a list of `items` but can also index with list of indices or masks 14 | } 15 | -------------------------------------------------------------------------------- /man/L1LossFlat.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/Loss.R 3 | \name{L1LossFlat} 4 | \alias{L1LossFlat} 5 | \title{L1LossFlat} 6 | \usage{ 7 | L1LossFlat(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | Loss object 14 | } 15 | \description{ 16 | Flattens input and output, same as nn$L1LossFlat 17 | } 18 | -------------------------------------------------------------------------------- /man/LabeledBBox.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{LabeledBBox} 4 | \alias{LabeledBBox} 5 | \title{LabeledBBox} 6 | \usage{ 7 | LabeledBBox(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Basic type for a list of bounding boxes in an image 17 | } 18 | -------------------------------------------------------------------------------- /man/Lamb.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{Lamb} 4 | \alias{Lamb} 5 | \title{Lamb} 6 | \usage{ 7 | Lamb(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Lamb 17 | } 18 | -------------------------------------------------------------------------------- /man/Lambda.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{Lambda} 4 | \alias{Lambda} 5 | \title{Lambda} 6 | \usage{ 7 | Lambda(func) 8 | } 9 | \arguments{ 10 | \item{func}{function} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | An easy way to create a pytorch layer for a simple `func` 17 | } 18 | -------------------------------------------------------------------------------- /man/Larc.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{Larc} 4 | \alias{Larc} 5 | \title{Larc} 6 | \usage{ 7 | Larc(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Larc 17 | } 18 | -------------------------------------------------------------------------------- /man/LightingTfm.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_augment.R 3 | \name{LightingTfm} 4 | \alias{LightingTfm} 5 | \title{LightingTfm} 6 | \usage{ 7 | LightingTfm(fs, ...) 8 | } 9 | \arguments{ 10 | \item{fs}{fs} 11 | 12 | \item{...}{parameters to pass} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Apply `fs` to the logits 19 | } 20 | -------------------------------------------------------------------------------- /man/LitModel.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/custom_modules.R 3 | \name{LitModel} 4 | \alias{LitModel} 5 | \title{Lit Model} 6 | \usage{ 7 | LitModel() 8 | } 9 | \value{ 10 | model 11 | } 12 | \description{ 13 | Lit Model 14 | } 15 | -------------------------------------------------------------------------------- /man/Lookahead.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{Lookahead} 4 | \alias{Lookahead} 5 | \title{Lookahead} 6 | \usage{ 7 | Lookahead(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Lookahead 17 | } 18 | -------------------------------------------------------------------------------- /man/LossMetric.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/metric.R 3 | \name{LossMetric} 4 | \alias{LossMetric} 5 | \title{LossMetric} 6 | \usage{ 7 | LossMetric(attr, nm = NULL) 8 | } 9 | \arguments{ 10 | \item{attr}{attr} 11 | 12 | \item{nm}{nm} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Create a metric from `loss_func.attr` named `nm` 19 | } 20 | -------------------------------------------------------------------------------- /man/MSELossFlat.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/Loss.R 3 | \name{MSELossFlat} 4 | \alias{MSELossFlat} 5 | \title{MSELossFlat} 6 | \usage{ 7 | MSELossFlat(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | Loss object 14 | } 15 | \description{ 16 | Flattens input and output, same as nn$MSELoss 17 | } 18 | -------------------------------------------------------------------------------- /man/MaskBlock.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/GAN.R 3 | \name{MaskBlock} 4 | \alias{MaskBlock} 5 | \title{MaskBlock} 6 | \usage{ 7 | MaskBlock(codes = NULL) 8 | } 9 | \arguments{ 10 | \item{codes}{codes} 11 | } 12 | \value{ 13 | block 14 | } 15 | \description{ 16 | A `TransformBlock` for segmentation masks, potentially with `codes` 17 | } 18 | -------------------------------------------------------------------------------- /man/MatthewsCorrCoef.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/metric.R 3 | \name{MatthewsCorrCoef} 4 | \alias{MatthewsCorrCoef} 5 | \title{MatthewsCorrCoef} 6 | \usage{ 7 | MatthewsCorrCoef(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Matthews correlation coefficient for single-label classification problems 17 | } 18 | -------------------------------------------------------------------------------- /man/MergeLayer.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{MergeLayer} 4 | \alias{MergeLayer} 5 | \title{MergeLayer} 6 | \usage{ 7 | MergeLayer(dense = FALSE) 8 | } 9 | \arguments{ 10 | \item{dense}{dense} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Merge a shortcut with the result of the module by adding them or concatenating them if `dense=TRUE`. 17 | } 18 | -------------------------------------------------------------------------------- /man/MishJitAutoFn.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{MishJitAutoFn} 4 | \alias{MishJitAutoFn} 5 | \title{MishJitAutoFn} 6 | \usage{ 7 | MishJitAutoFn(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Records operation history and defines formulas for differentiating ops. 17 | } 18 | -------------------------------------------------------------------------------- /man/Mish_.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{Mish_} 4 | \alias{Mish_} 5 | \title{Class Mish} 6 | \usage{ 7 | Mish_(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Class Mish 17 | } 18 | -------------------------------------------------------------------------------- /man/MixHandler.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_mixup_preds_rnn.R 3 | \name{MixHandler} 4 | \alias{MixHandler} 5 | \title{MixHandler} 6 | \usage{ 7 | MixHandler(alpha = 0.5) 8 | } 9 | \arguments{ 10 | \item{alpha}{alpha} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | A handler class for implementing `MixUp` style scheduling 17 | } 18 | -------------------------------------------------------------------------------- /man/MixUp.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_mixup_preds_rnn.R 3 | \name{MixUp} 4 | \alias{MixUp} 5 | \title{MixUp} 6 | \usage{ 7 | MixUp(alpha = 0.4) 8 | } 9 | \arguments{ 10 | \item{alpha}{alpha} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Implementation of https://arxiv.org/abs/1710.09412 17 | } 18 | -------------------------------------------------------------------------------- /man/ModelResetter.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_mixup_preds_rnn.R 3 | \name{ModelResetter} 4 | \alias{ModelResetter} 5 | \title{ModelResetter} 6 | \usage{ 7 | ModelResetter(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Callback that resets the model at each validation/training step 17 | } 18 | -------------------------------------------------------------------------------- /man/Module.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{Module} 4 | \alias{Module} 5 | \title{Module module} 6 | \usage{ 7 | Module() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Module module 14 | } 15 | -------------------------------------------------------------------------------- /man/Module_test.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{Module_test} 4 | \alias{Module_test} 5 | \title{NN module} 6 | \usage{ 7 | Module_test() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | NN module 14 | } 15 | -------------------------------------------------------------------------------- /man/Net.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/custom_modules.R 3 | \name{Net} 4 | \alias{Net} 5 | \title{Net} 6 | \usage{ 7 | Net() 8 | } 9 | \value{ 10 | model 11 | } 12 | \description{ 13 | Net model from Migrating_Pytorch 14 | } 15 | \examples{ 16 | 17 | \dontrun{ 18 | 19 | Net() 20 | 21 | } 22 | 23 | } 24 | -------------------------------------------------------------------------------- /man/NoiseColor.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{NoiseColor} 4 | \alias{NoiseColor} 5 | \title{NoiseColor module} 6 | \usage{ 7 | NoiseColor() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | NoiseColor module 14 | } 15 | -------------------------------------------------------------------------------- /man/NoneReduce.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{NoneReduce} 4 | \alias{NoneReduce} 5 | \title{NoneReduce} 6 | \usage{ 7 | NoneReduce(loss_func) 8 | } 9 | \arguments{ 10 | \item{loss_func}{loss function} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | A context manager to evaluate `loss_func` with none reduce. 17 | } 18 | -------------------------------------------------------------------------------- /man/Normalize.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/tabular_transform.R 3 | \name{Normalize} 4 | \alias{Normalize} 5 | \title{Normalize} 6 | \usage{ 7 | Normalize(cat_names, cont_names) 8 | } 9 | \arguments{ 10 | \item{cat_names}{cat_names} 11 | 12 | \item{cont_names}{cont_names} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Normalize the continuous variables. 19 | } 20 | -------------------------------------------------------------------------------- /man/OpenAudio.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/audio_core_signal.R 3 | \name{OpenAudio} 4 | \alias{OpenAudio} 5 | \title{OpenAudio} 6 | \usage{ 7 | OpenAudio(items) 8 | } 9 | \arguments{ 10 | \item{items}{vector, items} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Transform that creates AudioTensors from a list of files. 17 | } 18 | -------------------------------------------------------------------------------- /man/OptimWrapper.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{OptimWrapper} 4 | \alias{OptimWrapper} 5 | \title{OptimWrapper} 6 | \usage{ 7 | OptimWrapper(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | OptimWrapper 17 | } 18 | -------------------------------------------------------------------------------- /man/Optimizer.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{Optimizer} 4 | \alias{Optimizer} 5 | \title{Optimizer} 6 | \usage{ 7 | Optimizer(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Optimizer 17 | } 18 | -------------------------------------------------------------------------------- /man/ParamScheduler.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_schedule.R 3 | \name{ParamScheduler} 4 | \alias{ParamScheduler} 5 | \title{ParamScheduler} 6 | \usage{ 7 | ParamScheduler(scheds) 8 | } 9 | \arguments{ 10 | \item{scheds}{scheds} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Schedule hyper-parameters according to `scheds` 17 | } 18 | -------------------------------------------------------------------------------- /man/PartialLambda.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{PartialLambda} 4 | \alias{PartialLambda} 5 | \title{Partial Lambda} 6 | \usage{ 7 | PartialLambda(func) 8 | } 9 | \arguments{ 10 | \item{func}{function} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Layer that applies `partial(func, ...)` 17 | } 18 | -------------------------------------------------------------------------------- /man/Perplexity.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/stats.R 3 | \name{Perplexity} 4 | \alias{Perplexity} 5 | \title{Perplexity} 6 | \usage{ 7 | Perplexity(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Perplexity 17 | } 18 | -------------------------------------------------------------------------------- /man/PointBlock.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_data.R 3 | \name{PointBlock} 4 | \alias{PointBlock} 5 | \title{PointBlock} 6 | \usage{ 7 | PointBlock() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | A `TransformBlock` for points in an image 14 | } 15 | -------------------------------------------------------------------------------- /man/PointScaler.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{PointScaler} 4 | \alias{PointScaler} 5 | \title{PointScaler} 6 | \usage{ 7 | PointScaler(do_scale = TRUE, y_first = FALSE) 8 | } 9 | \arguments{ 10 | \item{do_scale}{do scale} 11 | 12 | \item{y_first}{y first} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Scale a tensor representing points 19 | } 20 | -------------------------------------------------------------------------------- /man/PoolFlatten.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{PoolFlatten} 4 | \alias{PoolFlatten} 5 | \title{PoolFlatten} 6 | \usage{ 7 | PoolFlatten(pool_type = "Avg") 8 | } 9 | \arguments{ 10 | \item{pool_type}{pooling type} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Combine `nn.AdaptiveAvgPool2d` and `Flatten`. 17 | } 18 | -------------------------------------------------------------------------------- /man/QHAdam.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{QHAdam} 4 | \alias{QHAdam} 5 | \title{QHAdam} 6 | \usage{ 7 | QHAdam(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | QHAdam 17 | } 18 | -------------------------------------------------------------------------------- /man/R2Score.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/metric.R 3 | \name{R2Score} 4 | \alias{R2Score} 5 | \title{R2Score} 6 | \usage{ 7 | R2Score(sample_weight = NULL) 8 | } 9 | \arguments{ 10 | \item{sample_weight}{sample_weight} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | R2 score between predictions and targets 17 | } 18 | -------------------------------------------------------------------------------- /man/RAdam.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{RAdam} 4 | \alias{RAdam} 5 | \title{RAdam} 6 | \usage{ 7 | RAdam(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | RAdam 17 | } 18 | -------------------------------------------------------------------------------- /man/RMSProp.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{RMSProp} 4 | \alias{RMSProp} 5 | \title{RMSProp} 6 | \usage{ 7 | RMSProp(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | RMSProp 17 | } 18 | -------------------------------------------------------------------------------- /man/RNNDropout.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_models.R 3 | \name{RNNDropout} 4 | \alias{RNNDropout} 5 | \title{RNNDropout} 6 | \usage{ 7 | RNNDropout(p = 0.5) 8 | } 9 | \arguments{ 10 | \item{p}{p} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Dropout with probability `p` that is consistent on the seq_len dimension. 17 | } 18 | -------------------------------------------------------------------------------- /man/RandomCrop.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_augment.R 3 | \name{RandomCrop} 4 | \alias{RandomCrop} 5 | \title{RandomCrop} 6 | \usage{ 7 | RandomCrop(size, ...) 8 | } 9 | \arguments{ 10 | \item{size}{size} 11 | 12 | \item{...}{additional arguments} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Randomly crop an image to `size` 19 | } 20 | -------------------------------------------------------------------------------- /man/ReadTSBatch.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/time_series_tabular.R 3 | \name{ReadTSBatch} 4 | \alias{ReadTSBatch} 5 | \title{ReadTSBatch} 6 | \usage{ 7 | ReadTSBatch(to) 8 | } 9 | \arguments{ 10 | \item{to}{output from TSDataTable function} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | A transform that always take lists as items 17 | } 18 | -------------------------------------------------------------------------------- /man/RegressionBlock.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blocks.R 3 | \name{RegressionBlock} 4 | \alias{RegressionBlock} 5 | \title{RegressionBlock} 6 | \usage{ 7 | RegressionBlock(n_out = NULL) 8 | } 9 | \arguments{ 10 | \item{n_out}{number of out features} 11 | } 12 | \value{ 13 | Block object 14 | } 15 | \description{ 16 | `TransformBlock` for float targets 17 | } 18 | -------------------------------------------------------------------------------- /man/RemoveType.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{RemoveType} 4 | \alias{RemoveType} 5 | \title{RemoveType module} 6 | \usage{ 7 | RemoveType() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | RemoveType module 14 | } 15 | -------------------------------------------------------------------------------- /man/Resample.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/audio_aug_preprocess.R 3 | \name{Resample} 4 | \alias{Resample} 5 | \title{Resample} 6 | \usage{ 7 | Resample(sr_new) 8 | } 9 | \arguments{ 10 | \item{sr_new}{input} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Resample using faster polyphase technique and avoiding FFT computation 17 | } 18 | -------------------------------------------------------------------------------- /man/ResizeBatch.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{ResizeBatch} 4 | \alias{ResizeBatch} 5 | \title{ResizeBatch} 6 | \usage{ 7 | ResizeBatch(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Reshape x to size, keeping batch dim the same size 17 | } 18 | -------------------------------------------------------------------------------- /man/SEModule.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{SEModule} 4 | \alias{SEModule} 5 | \title{SEModule} 6 | \usage{ 7 | SEModule(ch, reduction, act_cls = nn()$ReLU) 8 | } 9 | \arguments{ 10 | \item{ch}{ch} 11 | 12 | \item{reduction}{reduction} 13 | 14 | \item{act_cls}{activation} 15 | } 16 | \value{ 17 | None 18 | } 19 | \description{ 20 | SEModule 21 | } 22 | -------------------------------------------------------------------------------- /man/SGD.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{SGD} 4 | \alias{SGD} 5 | \title{SGD} 6 | \usage{ 7 | SGD(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | SGD 17 | } 18 | -------------------------------------------------------------------------------- /man/SaveModelCallback.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks.R 3 | \name{SaveModelCallback} 4 | \alias{SaveModelCallback} 5 | \title{SaveModelCallback} 6 | \usage{ 7 | SaveModelCallback(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | SaveModelCallback 17 | } 18 | -------------------------------------------------------------------------------- /man/SchedCos.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_schedule.R 3 | \name{SchedCos} 4 | \alias{SchedCos} 5 | \title{SchedCos} 6 | \usage{ 7 | SchedCos(start, end) 8 | } 9 | \arguments{ 10 | \item{start}{start} 11 | 12 | \item{end}{end} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Cosine schedule function from `start` to `end` 19 | } 20 | -------------------------------------------------------------------------------- /man/SchedExp.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_schedule.R 3 | \name{SchedExp} 4 | \alias{SchedExp} 5 | \title{SchedExp} 6 | \usage{ 7 | SchedExp(start, end) 8 | } 9 | \arguments{ 10 | \item{start}{start} 11 | 12 | \item{end}{end} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Exponential schedule function from `start` to `end` 19 | } 20 | -------------------------------------------------------------------------------- /man/SchedLin.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_schedule.R 3 | \name{SchedLin} 4 | \alias{SchedLin} 5 | \title{SchedLin} 6 | \usage{ 7 | SchedLin(start, end) 8 | } 9 | \arguments{ 10 | \item{start}{start} 11 | 12 | \item{end}{end} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Linear schedule function from `start` to `end` 19 | } 20 | -------------------------------------------------------------------------------- /man/SchedNo.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_schedule.R 3 | \name{SchedNo} 4 | \alias{SchedNo} 5 | \title{SchedNo} 6 | \usage{ 7 | SchedNo(start, end) 8 | } 9 | \arguments{ 10 | \item{start}{start} 11 | 12 | \item{end}{end} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Constant schedule function with `start` value 19 | } 20 | -------------------------------------------------------------------------------- /man/SelfAttention.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{SelfAttention} 4 | \alias{SelfAttention} 5 | \title{SelfAttention} 6 | \usage{ 7 | SelfAttention(n_channels) 8 | } 9 | \arguments{ 10 | \item{n_channels}{number of channels} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Self attention layer for `n_channels`. 17 | } 18 | -------------------------------------------------------------------------------- /man/SequentialEx.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{SequentialEx} 4 | \alias{SequentialEx} 5 | \title{SequentialEx} 6 | \usage{ 7 | SequentialEx(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | SequentialEx 17 | } 18 | -------------------------------------------------------------------------------- /man/SequentialRNN.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_models.R 3 | \name{SequentialRNN} 4 | \alias{SequentialRNN} 5 | \title{Sequential RNN} 6 | \usage{ 7 | SequentialRNN(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | layer 14 | } 15 | \description{ 16 | Sequential RNN 17 | } 18 | -------------------------------------------------------------------------------- /man/ShowGraphCallback.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks.R 3 | \name{ShowGraphCallback} 4 | \alias{ShowGraphCallback} 5 | \title{ShowGraphCallback} 6 | \usage{ 7 | ShowGraphCallback(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | ShowGraphCallback 17 | } 18 | -------------------------------------------------------------------------------- /man/SigmoidRange.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{SigmoidRange} 4 | \alias{SigmoidRange} 5 | \title{SigmoidRange} 6 | \usage{ 7 | SigmoidRange(low, high) 8 | } 9 | \arguments{ 10 | \item{low}{low value} 11 | 12 | \item{high}{high value} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Sigmoid module with range `(low, high)` 19 | } 20 | -------------------------------------------------------------------------------- /man/Swish_.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{Swish_} 4 | \alias{Swish_} 5 | \title{Swish} 6 | \usage{ 7 | Swish_(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Same as nn()$Module, but no need for subclasses to call super()$__init__ 17 | } 18 | -------------------------------------------------------------------------------- /man/TSBlock.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/time_series_data.R 3 | \name{TSBlock} 4 | \alias{TSBlock} 5 | \title{TSBlock} 6 | \usage{ 7 | TSBlock(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | A TimeSeries Block to process one timeseries 17 | } 18 | -------------------------------------------------------------------------------- /man/TSeries.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/time_series_data.R 3 | \name{TSeries} 4 | \alias{TSeries} 5 | \title{TSeries} 6 | \usage{ 7 | TSeries(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Basic Time series wrapper 17 | } 18 | -------------------------------------------------------------------------------- /man/TensorBBox.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{TensorBBox} 4 | \alias{TensorBBox} 5 | \title{TensorBBox} 6 | \usage{ 7 | TensorBBox(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Basic type for a tensor of bounding boxes in an image 17 | } 18 | -------------------------------------------------------------------------------- /man/TensorBBox_create.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{TensorBBox_create} 4 | \alias{TensorBBox_create} 5 | \title{TensorBBox_create} 6 | \usage{ 7 | TensorBBox_create(x, img_size = NULL) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | 12 | \item{img_size}{image size} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | TensorBBox_create 19 | } 20 | -------------------------------------------------------------------------------- /man/TensorImage.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_augment.R 3 | \name{TensorImage} 4 | \alias{TensorImage} 5 | \title{TensorImage} 6 | \usage{ 7 | TensorImage(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | TensorImage 17 | } 18 | -------------------------------------------------------------------------------- /man/TensorImageBW.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{TensorImageBW} 4 | \alias{TensorImageBW} 5 | \title{TensorImageBW} 6 | \usage{ 7 | TensorImageBW(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | TensorImageBW 17 | } 18 | -------------------------------------------------------------------------------- /man/TensorMultiCategory.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{TensorMultiCategory} 4 | \alias{TensorMultiCategory} 5 | \title{TensorMultiCategory} 6 | \usage{ 7 | TensorMultiCategory(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | TensorMultiCategory 17 | } 18 | -------------------------------------------------------------------------------- /man/TensorPoint.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{TensorPoint} 4 | \alias{TensorPoint} 5 | \title{TensorPoint} 6 | \usage{ 7 | TensorPoint(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Basic type for points in an image 17 | } 18 | -------------------------------------------------------------------------------- /man/TerminateOnNaNCallback.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks.R 3 | \name{TerminateOnNaNCallback} 4 | \alias{TerminateOnNaNCallback} 5 | \title{TerminateOnNaNCallback} 6 | \usage{ 7 | TerminateOnNaNCallback(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | TerminateOnNaNCallback 17 | } 18 | -------------------------------------------------------------------------------- /man/TfmdLists.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_core.R 3 | \name{TfmdLists} 4 | \alias{TfmdLists} 5 | \title{TfmdLists} 6 | \usage{ 7 | TfmdLists(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \description{ 13 | A `Pipeline` of `tfms` applied to a collection of `items` 14 | } 15 | -------------------------------------------------------------------------------- /man/TrainEvalCallback.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks.R 3 | \name{TrainEvalCallback} 4 | \alias{TrainEvalCallback} 5 | \title{TrainEvalCallback} 6 | \usage{ 7 | TrainEvalCallback(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | TrainEvalCallback 17 | } 18 | -------------------------------------------------------------------------------- /man/TransformersDropOutput.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{TransformersDropOutput} 4 | \alias{TransformersDropOutput} 5 | \title{TransformersDropOutput} 6 | \usage{ 7 | TransformersDropOutput() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | TransformersDropOutput 14 | } 15 | -------------------------------------------------------------------------------- /man/TransformersTokenizer.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{TransformersTokenizer} 4 | \alias{TransformersTokenizer} 5 | \title{TransformersTokenizer} 6 | \usage{ 7 | TransformersTokenizer(tokenizer) 8 | } 9 | \arguments{ 10 | \item{tokenizer}{tokenizer object} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | TransformersTokenizer 17 | } 18 | -------------------------------------------------------------------------------- /man/abs.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{abs} 4 | \alias{abs} 5 | \alias{abs.torch.Tensor} 6 | \title{Abs} 7 | \usage{ 8 | \method{abs}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Abs 18 | } 19 | -------------------------------------------------------------------------------- /man/adaptive_pool.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{adaptive_pool} 4 | \alias{adaptive_pool} 5 | \title{Adaptive_pool} 6 | \usage{ 7 | adaptive_pool(pool_type) 8 | } 9 | \arguments{ 10 | \item{pool_type}{pooling type} 11 | } 12 | \value{ 13 | Nonee 14 | } 15 | \description{ 16 | Adaptive_pool 17 | } 18 | -------------------------------------------------------------------------------- /man/affine_mat.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_augment.R 3 | \name{affine_mat} 4 | \alias{affine_mat} 5 | \title{Affline mat} 6 | \usage{ 7 | affine_mat(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Affline mat 17 | } 18 | -------------------------------------------------------------------------------- /man/as_array.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/predictions.R 3 | \name{as_array} 4 | \alias{as_array} 5 | \title{As_array} 6 | \usage{ 7 | as_array(tensor) 8 | } 9 | \arguments{ 10 | \item{tensor}{tensor object} 11 | } 12 | \value{ 13 | array 14 | } 15 | \description{ 16 | As_array 17 | } 18 | -------------------------------------------------------------------------------- /man/aspect.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{aspect} 4 | \alias{aspect} 5 | \title{Aspect} 6 | \usage{ 7 | aspect(img) 8 | } 9 | \arguments{ 10 | \item{img}{image} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Aspect 17 | } 18 | -------------------------------------------------------------------------------- /man/audio_extensions.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/audio_core_signal.R 3 | \name{audio_extensions} 4 | \alias{audio_extensions} 5 | \title{Audio_extensions} 6 | \usage{ 7 | audio_extensions() 8 | } 9 | \value{ 10 | vector 11 | } 12 | \description{ 13 | get all allowed audio extensions 14 | } 15 | -------------------------------------------------------------------------------- /man/awd_lstm_lm_split.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_models.R 3 | \name{awd_lstm_lm_split} 4 | \alias{awd_lstm_lm_split} 5 | \title{Awd_lstm_lm_split} 6 | \usage{ 7 | awd_lstm_lm_split(model) 8 | } 9 | \arguments{ 10 | \item{model}{model} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Split a RNN `model` in groups for differential learning rates. 17 | } 18 | -------------------------------------------------------------------------------- /man/blurr.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{blurr} 4 | \alias{blurr} 5 | \title{Hugging Face module} 6 | \usage{ 7 | blurr() 8 | 9 | blurr() 10 | } 11 | \value{ 12 | None 13 | 14 | None 15 | } 16 | \description{ 17 | Hugging Face module 18 | 19 | Blurr module 20 | } 21 | -------------------------------------------------------------------------------- /man/bs_finder.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{bs_finder} 4 | \alias{bs_finder} 5 | \title{Bs finder} 6 | \usage{ 7 | bs_finder() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Bs finder 14 | } 15 | -------------------------------------------------------------------------------- /man/bt.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{bt} 4 | \alias{bt} 5 | \title{Builtins module} 6 | \usage{ 7 | bt() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Builtins module 14 | } 15 | -------------------------------------------------------------------------------- /man/catalyst.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{catalyst} 4 | \alias{catalyst} 5 | \title{Catalyst module} 6 | \usage{ 7 | catalyst() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Catalyst module 14 | } 15 | -------------------------------------------------------------------------------- /man/catalyst_model.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/custom_modules.R 3 | \name{catalyst_model} 4 | \alias{catalyst_model} 5 | \title{Catalyst model} 6 | \usage{ 7 | catalyst_model() 8 | } 9 | \value{ 10 | model 11 | } 12 | \description{ 13 | Catalyst model 14 | } 15 | -------------------------------------------------------------------------------- /man/ceiling_.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{ceiling_} 4 | \alias{ceiling_} 5 | \alias{ceiling.torch.Tensor} 6 | \title{Ceil} 7 | \usage{ 8 | \method{ceiling}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Ceil 18 | } 19 | -------------------------------------------------------------------------------- /man/clean_raw_keys.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_learner.R 3 | \name{clean_raw_keys} 4 | \alias{clean_raw_keys} 5 | \title{Clean_raw_keys} 6 | \usage{ 7 | clean_raw_keys(wgts) 8 | } 9 | \arguments{ 10 | \item{wgts}{wgts} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Clean_raw_keys 17 | } 18 | -------------------------------------------------------------------------------- /man/cm.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{cm} 4 | \alias{cm} 5 | \title{Cm module} 6 | \usage{ 7 | cm() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Cm module 14 | } 15 | -------------------------------------------------------------------------------- /man/collab.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{collab} 4 | \alias{collab} 5 | \title{Collab module} 6 | \usage{ 7 | collab() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Collab module 14 | } 15 | -------------------------------------------------------------------------------- /man/colors.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{colors} 4 | \alias{colors} 5 | \title{Colors module} 6 | \usage{ 7 | colors() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Colors module 14 | } 15 | -------------------------------------------------------------------------------- /man/cos.fastai.torch_core.TensorMask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{cos.fastai.torch_core.TensorMask} 4 | \alias{cos.fastai.torch_core.TensorMask} 5 | \title{Cos} 6 | \usage{ 7 | \method{cos}{fastai.torch_core.TensorMask}(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | tensor 14 | } 15 | \description{ 16 | Cos 17 | } 18 | -------------------------------------------------------------------------------- /man/cos_.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{cos_} 4 | \alias{cos_} 5 | \alias{cos.torch.Tensor} 6 | \title{Cos} 7 | \usage{ 8 | \method{cos}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Cos 18 | } 19 | -------------------------------------------------------------------------------- /man/cosh.fastai.torch_core.TensorMask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{cosh.fastai.torch_core.TensorMask} 4 | \alias{cosh.fastai.torch_core.TensorMask} 5 | \title{Cosh} 6 | \usage{ 7 | \method{cosh}{fastai.torch_core.TensorMask}(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | tensor 14 | } 15 | \description{ 16 | Cosh 17 | } 18 | -------------------------------------------------------------------------------- /man/cosh_.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{cosh_} 4 | \alias{cosh_} 5 | \alias{cosh.torch.Tensor} 6 | \title{Cosh} 7 | \usage{ 8 | \method{cosh}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Cosh 18 | } 19 | -------------------------------------------------------------------------------- /man/crap.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{crap} 4 | \alias{crap} 5 | \title{Crappify module} 6 | \usage{ 7 | crap() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Crappify module 14 | } 15 | -------------------------------------------------------------------------------- /man/custom_loss.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{custom_loss} 4 | \alias{custom_loss} 5 | \title{Loss NN module} 6 | \usage{ 7 | custom_loss() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Loss NN module 14 | } 15 | -------------------------------------------------------------------------------- /man/cutout_gaussian.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_augment.R 3 | \name{cutout_gaussian} 4 | \alias{cutout_gaussian} 5 | \title{Cutout_gaussian} 6 | \usage{ 7 | cutout_gaussian(x, areas) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | 12 | \item{areas}{areas} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Replace all `areas` in `x` with N(0,1) noise 19 | } 20 | -------------------------------------------------------------------------------- /man/debias.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{debias} 4 | \alias{debias} 5 | \title{Debias} 6 | \usage{ 7 | debias(mom, damp, step) 8 | } 9 | \arguments{ 10 | \item{mom}{mom} 11 | 12 | \item{damp}{damp} 13 | 14 | \item{step}{step} 15 | } 16 | \value{ 17 | None 18 | } 19 | \description{ 20 | Debias 21 | } 22 | -------------------------------------------------------------------------------- /man/decode_spec_tokens.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_learner.R 3 | \name{decode_spec_tokens} 4 | \alias{decode_spec_tokens} 5 | \title{Decode_spec_tokens} 6 | \usage{ 7 | decode_spec_tokens(tokens) 8 | } 9 | \arguments{ 10 | \item{tokens}{tokens} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Decode the special tokens in `tokens` 17 | } 18 | -------------------------------------------------------------------------------- /man/default_split.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_learner.R 3 | \name{default_split} 4 | \alias{default_split} 5 | \title{Default_split} 6 | \usage{ 7 | default_split(m) 8 | } 9 | \arguments{ 10 | \item{m}{parameters} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Default split of a model between body and head 17 | } 18 | -------------------------------------------------------------------------------- /man/denormalize_imagenet.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_utils.R 3 | \name{denormalize_imagenet} 4 | \alias{denormalize_imagenet} 5 | \title{Denormalize_imagenet} 6 | \usage{ 7 | denormalize_imagenet(img) 8 | } 9 | \arguments{ 10 | \item{img}{img} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Denormalize_imagenet 17 | } 18 | -------------------------------------------------------------------------------- /man/detuplify_pg.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{detuplify_pg} 4 | \alias{detuplify_pg} 5 | \title{Detuplify_pg} 6 | \usage{ 7 | detuplify_pg(d) 8 | } 9 | \arguments{ 10 | \item{d}{d} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Detuplify_pg 17 | } 18 | -------------------------------------------------------------------------------- /man/dicom_windows.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{dicom_windows} 4 | \alias{dicom_windows} 5 | \title{Dicom_windows module} 6 | \usage{ 7 | dicom_windows() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Dicom_windows module 14 | } 15 | -------------------------------------------------------------------------------- /man/dim.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{dim} 4 | \alias{dim} 5 | \alias{dim.torch.Tensor} 6 | \title{Dim} 7 | \usage{ 8 | \method{dim}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Dim 18 | } 19 | -------------------------------------------------------------------------------- /man/dim.fastai.torch_core.TensorMask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{dim.fastai.torch_core.TensorMask} 4 | \alias{dim.fastai.torch_core.TensorMask} 5 | \title{Dim} 6 | \usage{ 7 | \method{dim}{fastai.torch_core.TensorMask}(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | tensor 14 | } 15 | \description{ 16 | Dim 17 | } 18 | -------------------------------------------------------------------------------- /man/div.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{div} 4 | \alias{div} 5 | \alias{/.torch.Tensor} 6 | \title{Div} 7 | \usage{ 8 | \method{/}{torch.Tensor}(a, b) 9 | } 10 | \arguments{ 11 | \item{a}{tensor} 12 | 13 | \item{b}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Div 20 | } 21 | -------------------------------------------------------------------------------- /man/dummy_eval.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_hook.R 3 | \name{dummy_eval} 4 | \alias{dummy_eval} 5 | \title{Dummy_eval} 6 | \usage{ 7 | dummy_eval(m, size = list(64, 64)) 8 | } 9 | \arguments{ 10 | \item{m}{m parameter} 11 | 12 | \item{size}{size} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Evaluate `m` on a dummy input of a certain `size` 19 | } 20 | -------------------------------------------------------------------------------- /man/emb_sz_rule.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/tabular_model.R 3 | \name{emb_sz_rule} 4 | \alias{emb_sz_rule} 5 | \title{Emb_sz_rule} 6 | \usage{ 7 | emb_sz_rule(n_cat) 8 | } 9 | \arguments{ 10 | \item{n_cat}{n_cat} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Rule of thumb to pick embedding size corresponding to `n_cat` 17 | } 18 | -------------------------------------------------------------------------------- /man/exp.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{exp} 4 | \alias{exp} 5 | \alias{exp.torch.Tensor} 6 | \title{Exp} 7 | \usage{ 8 | \method{exp}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Exp 18 | } 19 | -------------------------------------------------------------------------------- /man/exp.fastai.torch_core.TensorMask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{exp.fastai.torch_core.TensorMask} 4 | \alias{exp.fastai.torch_core.TensorMask} 5 | \title{Exp} 6 | \usage{ 7 | \method{exp}{fastai.torch_core.TensorMask}(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | tensor 14 | } 15 | \description{ 16 | Exp 17 | } 18 | -------------------------------------------------------------------------------- /man/expm1.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{expm1} 4 | \alias{expm1} 5 | \alias{expm1.torch.Tensor} 6 | \title{Expm1} 7 | \usage{ 8 | \method{expm1}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Expm1 18 | } 19 | -------------------------------------------------------------------------------- /man/expm1.fastai.torch_core.TensorMask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{expm1.fastai.torch_core.TensorMask} 4 | \alias{expm1.fastai.torch_core.TensorMask} 5 | \title{Expm1} 6 | \usage{ 7 | \method{expm1}{fastai.torch_core.TensorMask}(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | tensor 14 | } 15 | \description{ 16 | Expm1 17 | } 18 | -------------------------------------------------------------------------------- /man/fView.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{fView} 4 | \alias{fView} 5 | \title{View} 6 | \usage{ 7 | fView(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Reshape x to size 17 | } 18 | -------------------------------------------------------------------------------- /man/fa_collate.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_core.R 3 | \name{fa_collate} 4 | \alias{fa_collate} 5 | \title{Fa_collate} 6 | \usage{ 7 | fa_collate(t) 8 | } 9 | \arguments{ 10 | \item{t}{text} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Fa_collate 17 | } 18 | -------------------------------------------------------------------------------- /man/fa_convert.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_core.R 3 | \name{fa_convert} 4 | \alias{fa_convert} 5 | \title{Da_convert} 6 | \usage{ 7 | fa_convert(t) 8 | } 9 | \arguments{ 10 | \item{t}{text} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Da_convert 17 | } 18 | -------------------------------------------------------------------------------- /man/fastai_version.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/install_fastai.R 3 | \name{fastai_version} 4 | \alias{fastai_version} 5 | \title{Fastai version} 6 | \usage{ 7 | fastai_version() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Fastai version 14 | } 15 | -------------------------------------------------------------------------------- /man/fastaudio.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{fastaudio} 4 | \alias{fastaudio} 5 | \title{Fastaudio module} 6 | \usage{ 7 | fastaudio() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Fastaudio module 14 | } 15 | -------------------------------------------------------------------------------- /man/fastinf.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{fastinf} 4 | \alias{fastinf} 5 | \title{Wandb module} 6 | \usage{ 7 | fastinf() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Wandb module 14 | } 15 | -------------------------------------------------------------------------------- /man/find_coeffs.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_augment.R 3 | \name{find_coeffs} 4 | \alias{find_coeffs} 5 | \title{Find_coeffs} 6 | \usage{ 7 | find_coeffs(p1, p2) 8 | } 9 | \arguments{ 10 | \item{p1}{coefficient p1} 11 | 12 | \item{p2}{coefficient p2} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Find coefficients for warp tfm from `p1` to `p2` 19 | } 20 | -------------------------------------------------------------------------------- /man/fix_fit.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/package.R 3 | \name{fix_fit} 4 | \alias{fix_fit} 5 | \title{Fix fit} 6 | \usage{ 7 | fix_fit(disable_graph = FALSE) 8 | } 9 | \arguments{ 10 | \item{disable_graph}{to remove dynamic plot, by default is FALSE} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Fix fit 17 | } 18 | -------------------------------------------------------------------------------- /man/fix_html.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_core.R 3 | \name{fix_html} 4 | \alias{fix_html} 5 | \title{Fix_html} 6 | \usage{ 7 | fix_html(x) 8 | } 9 | \arguments{ 10 | \item{x}{text} 11 | } 12 | \value{ 13 | string 14 | } 15 | \description{ 16 | Various messy things we've seen in documents 17 | } 18 | -------------------------------------------------------------------------------- /man/flatten_model.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{flatten_model} 4 | \alias{flatten_model} 5 | \title{Flatten_model} 6 | \usage{ 7 | flatten_model(m) 8 | } 9 | \arguments{ 10 | \item{m}{parameters} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Return the list of all submodules and parameters of `m` 17 | } 18 | -------------------------------------------------------------------------------- /man/float.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{float} 4 | \alias{float} 5 | \title{Tensor to float} 6 | \usage{ 7 | float(tensor) 8 | } 9 | \arguments{ 10 | \item{tensor}{tensor} 11 | } 12 | \value{ 13 | tensor 14 | } 15 | \description{ 16 | Tensor to float 17 | } 18 | -------------------------------------------------------------------------------- /man/floor.fastai.torch_core.TensorMask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{floor.fastai.torch_core.TensorMask} 4 | \alias{floor.fastai.torch_core.TensorMask} 5 | \title{Floor} 6 | \usage{ 7 | \method{floor}{fastai.torch_core.TensorMask}(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | tensor 14 | } 15 | \description{ 16 | Floor 17 | } 18 | -------------------------------------------------------------------------------- /man/floor_.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{floor_} 4 | \alias{floor_} 5 | \alias{floor.torch.Tensor} 6 | \title{Floor} 7 | \usage{ 8 | \method{floor}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Floor 18 | } 19 | -------------------------------------------------------------------------------- /man/floor_div.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{floor_div} 4 | \alias{floor_div} 5 | \alias{\%/\%.torch.Tensor} 6 | \title{Floor divide} 7 | \usage{ 8 | \method{\%/\%}{torch.Tensor}(x, y) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | 13 | \item{y}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Floor divide 20 | } 21 | -------------------------------------------------------------------------------- /man/floor_mod.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{floor_mod} 4 | \alias{floor_mod} 5 | \alias{\%\%.torch.Tensor} 6 | \title{Floor mod} 7 | \usage{ 8 | \method{\%\%}{torch.Tensor}(x, y) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | 13 | \item{y}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Floor mod 20 | } 21 | -------------------------------------------------------------------------------- /man/fmodule.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{fmodule} 4 | \alias{fmodule} 5 | \title{Module} 6 | \usage{ 7 | fmodule(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Module 17 | } 18 | \details{ 19 | Decorator to create an nn()$Module using f as forward method 20 | } 21 | -------------------------------------------------------------------------------- /man/gauss_blur2d.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/test.R 3 | \name{gauss_blur2d} 4 | \alias{gauss_blur2d} 5 | \title{Gauss_blur2d} 6 | \usage{ 7 | gauss_blur2d(x, s) 8 | } 9 | \arguments{ 10 | \item{x}{image} 11 | 12 | \item{s}{effect} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Apply gaussian_blur2d kornia filter 19 | } 20 | -------------------------------------------------------------------------------- /man/get_c.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/GAN.R 3 | \name{get_c} 4 | \alias{get_c} 5 | \title{Get_c} 6 | \usage{ 7 | get_c(dls) 8 | } 9 | \arguments{ 10 | \item{dls}{dataloader object} 11 | } 12 | \value{ 13 | number of layers 14 | } 15 | \description{ 16 | Get_c 17 | } 18 | \examples{ 19 | \dontrun{ 20 | 21 | get_c(dls) 22 | 23 | } 24 | 25 | } 26 | -------------------------------------------------------------------------------- /man/grayscale.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_augment.R 3 | \name{grayscale} 4 | \alias{grayscale} 5 | \title{Grayscale} 6 | \usage{ 7 | grayscale(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Tensor to grayscale tensor. Uses the ITU-R 601-2 luma transform. 17 | } 18 | -------------------------------------------------------------------------------- /man/greater.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{greater} 4 | \alias{greater} 5 | \alias{>.torch.Tensor} 6 | \title{Greater} 7 | \usage{ 8 | \method{>}{torch.Tensor}(a, b) 9 | } 10 | \arguments{ 11 | \item{a}{tensor} 12 | 13 | \item{b}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Greater 20 | } 21 | -------------------------------------------------------------------------------- /man/has_params.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_hook.R 3 | \name{has_params} 4 | \alias{has_params} 5 | \title{Has_params} 6 | \usage{ 7 | has_params(m) 8 | } 9 | \arguments{ 10 | \item{m}{m parameter} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Check if `m` has at least one parameter 17 | } 18 | -------------------------------------------------------------------------------- /man/has_pool_type.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_learner.R 3 | \name{has_pool_type} 4 | \alias{has_pool_type} 5 | \title{Has_pool_type} 6 | \usage{ 7 | has_pool_type(m) 8 | } 9 | \arguments{ 10 | \item{m}{parameters} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Return `TRUE` if `m` is a pooling layer or has one in its children 17 | } 18 | -------------------------------------------------------------------------------- /man/helper.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{helper} 4 | \alias{helper} 5 | \title{BLURR_MODEL_HELPER} 6 | \usage{ 7 | helper() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | BLURR_MODEL_HELPER 14 | } 15 | -------------------------------------------------------------------------------- /man/hf_splitter.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{hf_splitter} 4 | \alias{hf_splitter} 5 | \title{Hf_splitter} 6 | \usage{ 7 | hf_splitter(m) 8 | } 9 | \arguments{ 10 | \item{m}{parameters} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Splits the huggingface model based on various model architecture conventions 17 | } 18 | -------------------------------------------------------------------------------- /man/hsv2rgb.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_augment.R 3 | \name{hsv2rgb} 4 | \alias{hsv2rgb} 5 | \title{Hsv2rgb} 6 | \usage{ 7 | hsv2rgb(img) 8 | } 9 | \arguments{ 10 | \item{img}{image object} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Converts a HSV image to an RGB image. 17 | } 18 | -------------------------------------------------------------------------------- /man/hug.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{hug} 4 | \alias{hug} 5 | \title{Transformer module} 6 | \usage{ 7 | hug() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Transformer module 14 | } 15 | -------------------------------------------------------------------------------- /man/icevision.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{icevision} 4 | \alias{icevision} 5 | \title{Icevision module} 6 | \usage{ 7 | icevision() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Icevision module 14 | } 15 | -------------------------------------------------------------------------------- /man/icevision_read_bgr_image.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_albumentations.R 3 | \name{icevision_read_bgr_image} 4 | \alias{icevision_read_bgr_image} 5 | \title{Read_bgr_image} 6 | \usage{ 7 | icevision_read_bgr_image(path) 8 | } 9 | \arguments{ 10 | \item{path}{path} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Read_bgr_image 17 | } 18 | -------------------------------------------------------------------------------- /man/icevision_read_rgb_image.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_albumentations.R 3 | \name{icevision_read_rgb_image} 4 | \alias{icevision_read_rgb_image} 5 | \title{Read_rgb_image} 6 | \usage{ 7 | icevision_read_rgb_image(path) 8 | } 9 | \arguments{ 10 | \item{path}{path} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Read_rgb_image 17 | } 18 | -------------------------------------------------------------------------------- /man/image2tensor.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{image2tensor} 4 | \alias{image2tensor} 5 | \title{Image2tensor} 6 | \usage{ 7 | image2tensor(img) 8 | } 9 | \arguments{ 10 | \item{img}{image} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Transform image to byte tensor in `c*h*w` dim order. 17 | } 18 | -------------------------------------------------------------------------------- /man/imagenet_stats.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/image_ops.R 3 | \name{imagenet_stats} 4 | \alias{imagenet_stats} 5 | \title{Imagenet statistics} 6 | \usage{ 7 | imagenet_stats() 8 | } 9 | \value{ 10 | vector 11 | } 12 | \description{ 13 | Imagenet statistics 14 | } 15 | \examples{ 16 | 17 | \dontrun{ 18 | 19 | imagenet_stats() 20 | 21 | 22 | } 23 | 24 | } 25 | -------------------------------------------------------------------------------- /man/in_channels.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{in_channels} 4 | \alias{in_channels} 5 | \title{In_channels} 6 | \usage{ 7 | in_channels(m) 8 | } 9 | \arguments{ 10 | \item{m}{parameters} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Return the shape of the first weight layer in `m`. 17 | } 18 | -------------------------------------------------------------------------------- /man/is_rmarkdown.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/test.R 3 | \name{is_rmarkdown} 4 | \alias{is_rmarkdown} 5 | \title{Is Rmarkdown?} 6 | \usage{ 7 | is_rmarkdown() 8 | } 9 | \value{ 10 | logical True/False 11 | } 12 | \description{ 13 | Is Rmarkdown? 14 | } 15 | -------------------------------------------------------------------------------- /man/kg.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{kg} 4 | \alias{kg} 5 | \title{Kaggle module} 6 | \usage{ 7 | kg() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Kaggle module 14 | } 15 | -------------------------------------------------------------------------------- /man/length.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{length} 4 | \alias{length} 5 | \alias{length.torch.Tensor} 6 | \title{Length} 7 | \usage{ 8 | \method{length}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Length 18 | } 19 | -------------------------------------------------------------------------------- /man/less.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{less} 4 | \alias{less} 5 | \alias{<.torch.Tensor} 6 | \title{Less} 7 | \usage{ 8 | \method{<}{torch.Tensor}(a, b) 9 | } 10 | \arguments{ 11 | \item{a}{tensor} 12 | 13 | \item{b}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Less 20 | } 21 | -------------------------------------------------------------------------------- /man/less_or_equal.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{less_or_equal} 4 | \alias{less_or_equal} 5 | \alias{<=.torch.Tensor} 6 | \title{Less or equal} 7 | \usage{ 8 | \method{<=}{torch.Tensor}(a, b) 9 | } 10 | \arguments{ 11 | \item{a}{tensor} 12 | 13 | \item{b}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Less or equal 20 | } 21 | -------------------------------------------------------------------------------- /man/load_image.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{load_image} 4 | \alias{load_image} 5 | \title{Load_image} 6 | \usage{ 7 | load_image(fn, mode = NULL) 8 | } 9 | \arguments{ 10 | \item{fn}{file name} 11 | 12 | \item{mode}{mode} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Open and load a `PIL.Image` and convert to `mode` 19 | } 20 | -------------------------------------------------------------------------------- /man/load_pre_models.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{load_pre_models} 4 | \alias{load_pre_models} 5 | \title{Timm models} 6 | \usage{ 7 | load_pre_models() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Timm models 14 | } 15 | -------------------------------------------------------------------------------- /man/loaders.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/custom_modules.R 3 | \name{loaders} 4 | \alias{loaders} 5 | \title{Loaders} 6 | \usage{ 7 | loaders() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | a loader from Catalyst 14 | } 15 | \examples{ 16 | 17 | \dontrun{ 18 | 19 | # trigger download 20 | loaders() 21 | 22 | } 23 | 24 | } 25 | -------------------------------------------------------------------------------- /man/log.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{log} 4 | \alias{log} 5 | \alias{log.torch.Tensor} 6 | \title{Log} 7 | \usage{ 8 | \method{log}{torch.Tensor}(x, base = exp(1)) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | 13 | \item{base}{base parameter} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Log 20 | } 21 | -------------------------------------------------------------------------------- /man/log1p.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{log1p} 4 | \alias{log1p} 5 | \alias{log1p.torch.Tensor} 6 | \title{Log1p} 7 | \usage{ 8 | \method{log1p}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Log1p 18 | } 19 | -------------------------------------------------------------------------------- /man/log1p.fastai.torch_core.TensorMask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{log1p.fastai.torch_core.TensorMask} 4 | \alias{log1p.fastai.torch_core.TensorMask} 5 | \title{Log1p} 6 | \usage{ 7 | \method{log1p}{fastai.torch_core.TensorMask}(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | tensor 14 | } 15 | \description{ 16 | Log1p 17 | } 18 | -------------------------------------------------------------------------------- /man/logical_and.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{logical_and} 4 | \alias{logical_and} 5 | \alias{&.torch.Tensor} 6 | \title{Logical_and} 7 | \usage{ 8 | \method{&}{torch.Tensor}(x, y) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | 13 | \item{y}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Logical_and 20 | } 21 | -------------------------------------------------------------------------------- /man/logical_not_.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{logical_not_} 4 | \alias{logical_not_} 5 | \alias{!.torch.Tensor} 6 | \title{Logical_not} 7 | \usage{ 8 | \method{!}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Logical_not 18 | } 19 | -------------------------------------------------------------------------------- /man/logical_or.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{logical_or} 4 | \alias{logical_or} 5 | \alias{|.torch.Tensor} 6 | \title{Logical_or} 7 | \usage{ 8 | \method{|}{torch.Tensor}(x, y) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | 13 | \item{y}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Logical_or 20 | } 21 | -------------------------------------------------------------------------------- /man/mae.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/metric.R 3 | \name{mae} 4 | \alias{mae} 5 | \title{MAE} 6 | \usage{ 7 | mae(inp, targ) 8 | } 9 | \arguments{ 10 | \item{inp}{predictions} 11 | 12 | \item{targ}{targets} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Mean absolute error between `inp` and `targ`. 19 | } 20 | -------------------------------------------------------------------------------- /man/mask2bbox.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{mask2bbox} 4 | \alias{mask2bbox} 5 | \title{Mask2bbox} 6 | \usage{ 7 | mask2bbox(mask, convert = TRUE) 8 | } 9 | \arguments{ 10 | \item{mask}{mask} 11 | 12 | \item{convert}{to R matrix} 13 | } 14 | \value{ 15 | tensor 16 | } 17 | \description{ 18 | Mask2bbox 19 | } 20 | -------------------------------------------------------------------------------- /man/mask_eq.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{==.fastai.torch_core.TensorMask} 4 | \alias{==.fastai.torch_core.TensorMask} 5 | \title{Equal} 6 | \usage{ 7 | \method{==}{fastai.torch_core.TensorMask}(a, b) 8 | } 9 | \arguments{ 10 | \item{a}{tensor} 11 | 12 | \item{b}{tensor} 13 | } 14 | \value{ 15 | tensor 16 | } 17 | \description{ 18 | Equal 19 | } 20 | -------------------------------------------------------------------------------- /man/maybe_unsqueeze.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/time_series_core.R 3 | \name{maybe_unsqueeze} 4 | \alias{maybe_unsqueeze} 5 | \title{Maybe_unsqueeze} 6 | \usage{ 7 | maybe_unsqueeze(x) 8 | } 9 | \arguments{ 10 | \item{x}{R array/matrix/tensor} 11 | } 12 | \value{ 13 | array 14 | } 15 | \description{ 16 | Add empty dimension if it is a rank 1 tensor/array 17 | } 18 | -------------------------------------------------------------------------------- /man/medical.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{medical} 4 | \alias{medical} 5 | \title{Medical module} 6 | \usage{ 7 | medical() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Medical module 14 | } 15 | -------------------------------------------------------------------------------- /man/metrics.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{metrics} 4 | \alias{metrics} 5 | \title{Metrics module} 6 | \usage{ 7 | metrics() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Metrics module 14 | } 15 | -------------------------------------------------------------------------------- /man/migrating_ignite.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{migrating_ignite} 4 | \alias{migrating_ignite} 5 | \title{Ignite module} 6 | \usage{ 7 | migrating_ignite() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Ignite module 14 | } 15 | -------------------------------------------------------------------------------- /man/migrating_lightning.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{migrating_lightning} 4 | \alias{migrating_lightning} 5 | \title{Lightning module} 6 | \usage{ 7 | migrating_lightning() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Lightning module 14 | } 15 | -------------------------------------------------------------------------------- /man/migrating_pytorch.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{migrating_pytorch} 4 | \alias{migrating_pytorch} 5 | \title{Pytorch module} 6 | \usage{ 7 | migrating_pytorch() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Pytorch module 14 | } 15 | -------------------------------------------------------------------------------- /man/mish.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{mish} 4 | \alias{mish} 5 | \title{Mish} 6 | \usage{ 7 | mish(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Mish 17 | } 18 | -------------------------------------------------------------------------------- /man/msle.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/metric.R 3 | \name{msle} 4 | \alias{msle} 5 | \title{MSLE} 6 | \usage{ 7 | msle(inp, targ) 8 | } 9 | \arguments{ 10 | \item{inp}{predictions} 11 | 12 | \item{targ}{targets} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Mean squared logarithmic error between `inp` and `targ`. 19 | } 20 | -------------------------------------------------------------------------------- /man/n_px.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{n_px} 4 | \alias{n_px} 5 | \title{N_px} 6 | \usage{ 7 | n_px(img) 8 | } 9 | \arguments{ 10 | \item{img}{image} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | int(x=0) -> integer 17 | } 18 | -------------------------------------------------------------------------------- /man/narrow.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/experimental.R 3 | \name{narrow} 4 | \alias{narrow} 5 | \title{Modify tensor} 6 | \usage{ 7 | narrow(tensor, slice) 8 | } 9 | \arguments{ 10 | \item{tensor}{torch tensor} 11 | 12 | \item{slice}{dimension} 13 | } 14 | \value{ 15 | tensor 16 | } 17 | \description{ 18 | Modify tensor 19 | } 20 | -------------------------------------------------------------------------------- /man/nn.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{nn} 4 | \alias{nn} 5 | \title{NN module} 6 | \usage{ 7 | nn() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | NN module 14 | } 15 | -------------------------------------------------------------------------------- /man/noop.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{noop} 4 | \alias{noop} 5 | \title{Noop} 6 | \usage{ 7 | noop(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Noop 17 | } 18 | -------------------------------------------------------------------------------- /man/not__mask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{not__mask} 4 | \alias{not__mask} 5 | \alias{!.fastai.torch_core.TensorMask} 6 | \title{Logical_not} 7 | \usage{ 8 | \method{!}{fastai.torch_core.TensorMask}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Logical_not 18 | } 19 | -------------------------------------------------------------------------------- /man/not_equal_to.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{not_equal_to} 4 | \alias{not_equal_to} 5 | \alias{!=.torch.Tensor} 6 | \title{Not equal} 7 | \usage{ 8 | \method{!=}{torch.Tensor}(a, b) 9 | } 10 | \arguments{ 11 | \item{a}{tensor} 12 | 13 | \item{b}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Not equal 20 | } 21 | -------------------------------------------------------------------------------- /man/num_features_model.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_hook.R 3 | \name{num_features_model} 4 | \alias{num_features_model} 5 | \title{Num_features_model} 6 | \usage{ 7 | num_features_model(m) 8 | } 9 | \arguments{ 10 | \item{m}{m parameter} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Return the number of output features for `m`. 17 | } 18 | -------------------------------------------------------------------------------- /man/or_mask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{or_mask} 4 | \alias{or_mask} 5 | \alias{|.fastai.torch_core.TensorMask} 6 | \title{Logical_or} 7 | \usage{ 8 | \method{|}{fastai.torch_core.TensorMask}(x, y) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | 13 | \item{y}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Logical_or 20 | } 21 | -------------------------------------------------------------------------------- /man/os.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/experimental.R 3 | \name{os} 4 | \alias{os} 5 | \title{Operating system} 6 | \usage{ 7 | os() 8 | } 9 | \value{ 10 | vector 11 | } 12 | \description{ 13 | Operating system 14 | } 15 | -------------------------------------------------------------------------------- /man/params.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{params} 4 | \alias{params} 5 | \title{Params} 6 | \usage{ 7 | params(m) 8 | } 9 | \arguments{ 10 | \item{m}{parameters} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Return all parameters of `m` 17 | } 18 | -------------------------------------------------------------------------------- /man/parent_label.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/splitters.R 3 | \name{parent_label} 4 | \alias{parent_label} 5 | \title{Parent_label} 6 | \usage{ 7 | parent_label(o) 8 | } 9 | \arguments{ 10 | \item{o}{string, dir path} 11 | } 12 | \value{ 13 | vector 14 | } 15 | \description{ 16 | Label `item` with the parent folder name. 17 | } 18 | -------------------------------------------------------------------------------- /man/parsers_AreasMixin.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_parsers.R 3 | \name{parsers_AreasMixin} 4 | \alias{parsers_AreasMixin} 5 | \title{AreasMixin} 6 | \usage{ 7 | parsers_AreasMixin(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Adds areas method to parser 17 | } 18 | -------------------------------------------------------------------------------- /man/parsers_BBoxesMixin.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_parsers.R 3 | \name{parsers_BBoxesMixin} 4 | \alias{parsers_BBoxesMixin} 5 | \title{BBoxesMixin} 6 | \usage{ 7 | parsers_BBoxesMixin(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Adds bboxes method to parser 17 | } 18 | -------------------------------------------------------------------------------- /man/parsers_FasterRCNN.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_parsers.R 3 | \name{parsers_FasterRCNN} 4 | \alias{parsers_FasterRCNN} 5 | \title{Faster RCNN} 6 | \usage{ 7 | parsers_FasterRCNN(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Parser with required mixins for Faster RCNN. 17 | } 18 | -------------------------------------------------------------------------------- /man/parsers_FilepathMixin.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_parsers.R 3 | \name{parsers_FilepathMixin} 4 | \alias{parsers_FilepathMixin} 5 | \title{FilepathMixin} 6 | \usage{ 7 | parsers_FilepathMixin(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Adds filepath method to parser 17 | } 18 | -------------------------------------------------------------------------------- /man/parsers_ImageidMixin.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_parsers.R 3 | \name{parsers_ImageidMixin} 4 | \alias{parsers_ImageidMixin} 5 | \title{Imageid Mixin} 6 | \usage{ 7 | parsers_ImageidMixin(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Adds imageid method to parser 17 | } 18 | -------------------------------------------------------------------------------- /man/parsers_IsCrowdsMixin.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_parsers.R 3 | \name{parsers_IsCrowdsMixin} 4 | \alias{parsers_IsCrowdsMixin} 5 | \title{IsCrowdsMixin} 6 | \usage{ 7 | parsers_IsCrowdsMixin(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Adds iscrowds method to parser 17 | } 18 | -------------------------------------------------------------------------------- /man/parsers_LabelsMixin.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_parsers.R 3 | \name{parsers_LabelsMixin} 4 | \alias{parsers_LabelsMixin} 5 | \title{LabelsMixin} 6 | \usage{ 7 | parsers_LabelsMixin(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Adds labels method to parser 17 | } 18 | -------------------------------------------------------------------------------- /man/parsers_MaskRCNN.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_parsers.R 3 | \name{parsers_MaskRCNN} 4 | \alias{parsers_MaskRCNN} 5 | \title{Mask RCNN} 6 | \usage{ 7 | parsers_MaskRCNN(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Parser with required mixins for Mask RCNN. 17 | } 18 | -------------------------------------------------------------------------------- /man/parsers_MasksMixin.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_parsers.R 3 | \name{parsers_MasksMixin} 4 | \alias{parsers_MasksMixin} 5 | \title{MasksMixin} 6 | \usage{ 7 | parsers_MasksMixin(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Adds masks method to parser 17 | } 18 | -------------------------------------------------------------------------------- /man/parsers_SizeMixin.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/icevision_parsers.R 3 | \name{parsers_SizeMixin} 4 | \alias{parsers_SizeMixin} 5 | \title{SizeMixin} 6 | \usage{ 7 | parsers_SizeMixin(...) 8 | } 9 | \arguments{ 10 | \item{...}{arguments to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Adds image_width_height method to parser 17 | } 18 | -------------------------------------------------------------------------------- /man/plot.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/test.R 3 | \name{plot} 4 | \alias{plot} 5 | \title{Plot dicom} 6 | \usage{ 7 | plot(x, y, ..., dpi = 100) 8 | } 9 | \arguments{ 10 | \item{x}{model} 11 | 12 | \item{y}{y axis} 13 | 14 | \item{...}{parameters to pass} 15 | 16 | \item{dpi}{dots per inch} 17 | } 18 | \value{ 19 | None 20 | } 21 | \description{ 22 | Plot dicom 23 | } 24 | -------------------------------------------------------------------------------- /man/pow.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{pow} 4 | \alias{pow} 5 | \alias{^.torch.Tensor} 6 | \title{Pow} 7 | \usage{ 8 | \method{^}{torch.Tensor}(a, b) 9 | } 10 | \arguments{ 11 | \item{a}{tensor} 12 | 13 | \item{b}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Pow 20 | } 21 | -------------------------------------------------------------------------------- /man/preplexity.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/metric.R 3 | \name{preplexity} 4 | \alias{preplexity} 5 | \title{Perplexity} 6 | \usage{ 7 | preplexity(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Perplexity (exponential of cross-entropy loss) for Language Models 17 | } 18 | -------------------------------------------------------------------------------- /man/py_apply.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/blurr_hugging_face.R 3 | \name{py_apply} 4 | \alias{py_apply} 5 | \title{Py_apply} 6 | \usage{ 7 | py_apply(df, ...) 8 | } 9 | \arguments{ 10 | \item{df}{dataframe} 11 | 12 | \item{...}{additional arguments} 13 | } 14 | \value{ 15 | dataframe 16 | } 17 | \description{ 18 | Pandas apply 19 | } 20 | -------------------------------------------------------------------------------- /man/python_path.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{python_path} 4 | \alias{python_path} 5 | \title{Python path} 6 | \usage{ 7 | python_path() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Python path 14 | } 15 | -------------------------------------------------------------------------------- /man/replace_all_caps.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_core.R 3 | \name{replace_all_caps} 4 | \alias{replace_all_caps} 5 | \title{Replace_all_caps} 6 | \usage{ 7 | replace_all_caps(t) 8 | } 9 | \arguments{ 10 | \item{t}{text} 11 | } 12 | \value{ 13 | string 14 | } 15 | \description{ 16 | Replace tokens in ALL CAPS by their lower version and add `TK_UP` before. 17 | } 18 | -------------------------------------------------------------------------------- /man/replace_maj.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_core.R 3 | \name{replace_maj} 4 | \alias{replace_maj} 5 | \title{Replace_maj} 6 | \usage{ 7 | replace_maj(t) 8 | } 9 | \arguments{ 10 | \item{t}{text} 11 | } 12 | \value{ 13 | string 14 | } 15 | \description{ 16 | Replace tokens in ALL CAPS by their lower version and add `TK_UP` before. 17 | } 18 | -------------------------------------------------------------------------------- /man/replace_rep.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_core.R 3 | \name{replace_rep} 4 | \alias{replace_rep} 5 | \title{Replace_rep} 6 | \usage{ 7 | replace_rep(t) 8 | } 9 | \arguments{ 10 | \item{t}{text} 11 | } 12 | \value{ 13 | string 14 | } 15 | \description{ 16 | Replace repetitions at the character level: cccc -- TK_REP 4 c 17 | } 18 | -------------------------------------------------------------------------------- /man/replace_wrep.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_core.R 3 | \name{replace_wrep} 4 | \alias{replace_wrep} 5 | \title{Replace_wrep} 6 | \usage{ 7 | replace_wrep(t) 8 | } 9 | \arguments{ 10 | \item{t}{text} 11 | } 12 | \value{ 13 | string 14 | } 15 | \description{ 16 | Replace word repetitions: word word word word -- TK_WREP 4 word 17 | } 18 | -------------------------------------------------------------------------------- /man/retinanet_.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{retinanet_} 4 | \alias{retinanet_} 5 | \title{Retinanet module} 6 | \usage{ 7 | retinanet_() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Retinanet module 14 | } 15 | -------------------------------------------------------------------------------- /man/reverse_text.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_data.R 3 | \name{reverse_text} 4 | \alias{reverse_text} 5 | \title{Reverse_text} 6 | \usage{ 7 | reverse_text(x) 8 | } 9 | \arguments{ 10 | \item{x}{text} 11 | } 12 | \value{ 13 | string 14 | } 15 | \description{ 16 | Reverse_text 17 | } 18 | -------------------------------------------------------------------------------- /man/rgb2hsv.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_augment.R 3 | \name{rgb2hsv} 4 | \alias{rgb2hsv} 5 | \title{Rgb2hsv} 6 | \usage{ 7 | rgb2hsv(img) 8 | } 9 | \arguments{ 10 | \item{img}{image object} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Converts a RGB image to an HSV image. 17 | } 18 | \details{ 19 | Note: Will not work on logit space images. 20 | } 21 | -------------------------------------------------------------------------------- /man/round.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{round} 4 | \alias{round} 5 | \alias{round.torch.Tensor} 6 | \title{Round} 7 | \usage{ 8 | \method{round}{torch.Tensor}(x, digits = 0) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | 13 | \item{digits}{decimal} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Round 20 | } 21 | -------------------------------------------------------------------------------- /man/sequential.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{sequential} 4 | \alias{sequential} 5 | \title{Sequential} 6 | \usage{ 7 | sequential(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Sequential 17 | } 18 | -------------------------------------------------------------------------------- /man/set_freeze_model.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/GAN.R 3 | \name{set_freeze_model} 4 | \alias{set_freeze_model} 5 | \title{Set freeze model} 6 | \usage{ 7 | set_freeze_model(m, rg) 8 | } 9 | \arguments{ 10 | \item{m}{parameters} 11 | 12 | \item{rg}{rg} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Set freeze model 19 | } 20 | -------------------------------------------------------------------------------- /man/set_item_pg.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/optimizers.R 3 | \name{set_item_pg} 4 | \alias{set_item_pg} 5 | \title{Set_item_pg} 6 | \usage{ 7 | set_item_pg(pg, k, v) 8 | } 9 | \arguments{ 10 | \item{pg}{pg} 11 | 12 | \item{k}{k} 13 | 14 | \item{v}{v} 15 | } 16 | \value{ 17 | None 18 | } 19 | \description{ 20 | Set_item_pg 21 | } 22 | -------------------------------------------------------------------------------- /man/shap.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{shap} 4 | \alias{shap} 5 | \title{Shap module} 6 | \usage{ 7 | shap() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Shap module 14 | } 15 | -------------------------------------------------------------------------------- /man/shape.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{shape} 4 | \alias{shape} 5 | \title{Shape} 6 | \usage{ 7 | shape(img) 8 | } 9 | \arguments{ 10 | \item{img}{image} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Shape 17 | } 18 | -------------------------------------------------------------------------------- /man/sigmoid.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{sigmoid} 4 | \alias{sigmoid} 5 | \title{Sigmoid} 6 | \usage{ 7 | sigmoid(input, eps = 1e-07) 8 | } 9 | \arguments{ 10 | \item{input}{inputs} 11 | 12 | \item{eps}{epsilon} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Same as `torch$sigmoid`, plus clamping to `(eps,1-eps) 19 | } 20 | -------------------------------------------------------------------------------- /man/sigmoid_.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{sigmoid_} 4 | \alias{sigmoid_} 5 | \title{Sigmoid_} 6 | \usage{ 7 | sigmoid_(input, eps = 1e-07) 8 | } 9 | \arguments{ 10 | \item{input}{input} 11 | 12 | \item{eps}{eps} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Same as `torch$sigmoid_`, plus clamping to `(eps,1-eps) 19 | } 20 | -------------------------------------------------------------------------------- /man/sin.fastai.torch_core.TensorMask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{sin.fastai.torch_core.TensorMask} 4 | \alias{sin.fastai.torch_core.TensorMask} 5 | \title{Sin} 6 | \usage{ 7 | \method{sin}{fastai.torch_core.TensorMask}(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | tensor 14 | } 15 | \description{ 16 | Sin 17 | } 18 | -------------------------------------------------------------------------------- /man/sin_.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{sin_} 4 | \alias{sin_} 5 | \alias{sin.torch.Tensor} 6 | \title{Sin} 7 | \usage{ 8 | \method{sin}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Sin 18 | } 19 | -------------------------------------------------------------------------------- /man/sinh.fastai.torch_core.TensorMask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{sinh.fastai.torch_core.TensorMask} 4 | \alias{sinh.fastai.torch_core.TensorMask} 5 | \title{Sinh} 6 | \usage{ 7 | \method{sinh}{fastai.torch_core.TensorMask}(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | tensor 14 | } 15 | \description{ 16 | Sinh 17 | } 18 | -------------------------------------------------------------------------------- /man/spec_add_spaces.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/text_core.R 3 | \name{spec_add_spaces} 4 | \alias{spec_add_spaces} 5 | \title{Spec_add_spaces} 6 | \usage{ 7 | spec_add_spaces(t) 8 | } 9 | \arguments{ 10 | \item{t}{text} 11 | } 12 | \value{ 13 | string 14 | } 15 | \description{ 16 | Add spaces around / and # 17 | } 18 | -------------------------------------------------------------------------------- /man/sqrd.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{sqrd} 4 | \alias{sqrd} 5 | \alias{sqrt.torch.Tensor} 6 | \title{Sqrt} 7 | \usage{ 8 | \method{sqrt}{torch.Tensor}(x) 9 | } 10 | \arguments{ 11 | \item{x}{tensor} 12 | } 13 | \value{ 14 | tensor 15 | } 16 | \description{ 17 | Sqrt 18 | } 19 | -------------------------------------------------------------------------------- /man/sqrt.fastai.torch_core.TensorMask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{sqrt.fastai.torch_core.TensorMask} 4 | \alias{sqrt.fastai.torch_core.TensorMask} 5 | \title{Sqrt} 6 | \usage{ 7 | \method{sqrt}{fastai.torch_core.TensorMask}(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | tensor 14 | } 15 | \description{ 16 | Sqrt 17 | } 18 | -------------------------------------------------------------------------------- /man/sub.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{sub} 4 | \alias{sub} 5 | \alias{-.torch.Tensor} 6 | \title{Sub} 7 | \usage{ 8 | \method{-}{torch.Tensor}(a, b) 9 | } 10 | \arguments{ 11 | \item{a}{tensor} 12 | 13 | \item{b}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Sub 20 | } 21 | -------------------------------------------------------------------------------- /man/sub_mask.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_mask.R 3 | \name{sub_mask} 4 | \alias{sub_mask} 5 | \alias{-.fastai.torch_core.TensorMask} 6 | \title{Sub} 7 | \usage{ 8 | \method{-}{fastai.torch_core.TensorMask}(a, b) 9 | } 10 | \arguments{ 11 | \item{a}{tensor} 12 | 13 | \item{b}{tensor} 14 | } 15 | \value{ 16 | tensor 17 | } 18 | \description{ 19 | Sub 20 | } 21 | -------------------------------------------------------------------------------- /man/swish.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{swish} 4 | \alias{swish} 5 | \title{Swish} 6 | \usage{ 7 | swish(x, inplace = FALSE) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | 12 | \item{inplace}{inplace or not} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Swish 19 | } 20 | -------------------------------------------------------------------------------- /man/tabular.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{tabular} 4 | \alias{tabular} 5 | \title{Tabular} 6 | \usage{ 7 | tabular() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Tabular 14 | } 15 | -------------------------------------------------------------------------------- /man/tensor.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{tensor} 4 | \alias{tensor} 5 | \title{Tensor} 6 | \usage{ 7 | tensor(...) 8 | } 9 | \arguments{ 10 | \item{...}{image} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Like `torch()$as_tensor`, but handle lists too, and can pass multiple vector elements directly. 17 | } 18 | -------------------------------------------------------------------------------- /man/tensor_eq.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{==.torch.Tensor} 4 | \alias{==.torch.Tensor} 5 | \title{Equal} 6 | \usage{ 7 | \method{==}{torch.Tensor}(a, b) 8 | } 9 | \arguments{ 10 | \item{a}{tensor} 11 | 12 | \item{b}{tensor} 13 | } 14 | \value{ 15 | tensor 16 | } 17 | \description{ 18 | Equal 19 | } 20 | -------------------------------------------------------------------------------- /man/text.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{text} 4 | \alias{text} 5 | \title{Text module} 6 | \usage{ 7 | text() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Text module 14 | } 15 | -------------------------------------------------------------------------------- /man/timm.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{timm} 4 | \alias{timm} 5 | \title{Timm module} 6 | \usage{ 7 | timm() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Timm module 14 | } 15 | -------------------------------------------------------------------------------- /man/timm_list_models.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/timm_loader.R 3 | \name{timm_list_models} 4 | \alias{timm_list_models} 5 | \title{Timm models} 6 | \usage{ 7 | timm_list_models(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | vector 14 | } 15 | \description{ 16 | Timm models 17 | } 18 | -------------------------------------------------------------------------------- /man/tms.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{tms} 4 | \alias{tms} 5 | \title{Timeseries module} 6 | \usage{ 7 | tms() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Timeseries module 14 | } 15 | -------------------------------------------------------------------------------- /man/to_image.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{to_image} 4 | \alias{to_image} 5 | \title{To_image} 6 | \usage{ 7 | to_image(x) 8 | } 9 | \arguments{ 10 | \item{x}{tensor} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Convert a tensor or array to a PIL int8 Image 17 | } 18 | -------------------------------------------------------------------------------- /man/to_matrix.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/generics_tensor.R 3 | \name{to_matrix} 4 | \alias{to_matrix} 5 | \title{To matrix} 6 | \usage{ 7 | to_matrix(obj, matrix = TRUE) 8 | } 9 | \arguments{ 10 | \item{obj}{learner/model} 11 | 12 | \item{matrix}{bool, to R matrix} 13 | } 14 | \description{ 15 | To matrix 16 | } 17 | -------------------------------------------------------------------------------- /man/to_thumb.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_core.R 3 | \name{to_thumb} 4 | \alias{to_thumb} 5 | \title{To_thumb} 6 | \usage{ 7 | to_thumb(img, h, w = NULL) 8 | } 9 | \arguments{ 10 | \item{img}{image} 11 | 12 | \item{h}{height} 13 | 14 | \item{w}{width} 15 | } 16 | \value{ 17 | None 18 | } 19 | \description{ 20 | Same as `thumbnail`, but uses a copy 21 | } 22 | -------------------------------------------------------------------------------- /man/to_xla.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/Learner_fits.R 3 | \name{to_xla} 4 | \alias{to_xla} 5 | \title{Learn to XLA} 6 | \usage{ 7 | to_xla(object) 8 | } 9 | \arguments{ 10 | \item{object}{learner / model} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Distribute the training across TPUs 17 | } 18 | -------------------------------------------------------------------------------- /man/torch.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{torch} 4 | \alias{torch} 5 | \title{Builtins module} 6 | \usage{ 7 | torch() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Builtins module 14 | } 15 | -------------------------------------------------------------------------------- /man/total_params.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/callbacks_hook.R 3 | \name{total_params} 4 | \alias{total_params} 5 | \title{Total_params} 6 | \usage{ 7 | total_params(m) 8 | } 9 | \arguments{ 10 | \item{m}{m parameter} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Give the number of parameters of a module and if it's trainable or not 17 | } 18 | -------------------------------------------------------------------------------- /man/trainable_params.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/collab.R 3 | \name{trainable_params} 4 | \alias{trainable_params} 5 | \title{Trainable_params} 6 | \usage{ 7 | trainable_params(m) 8 | } 9 | \arguments{ 10 | \item{m}{trainable parameters} 11 | } 12 | \value{ 13 | None 14 | } 15 | \description{ 16 | Return all trainable parameters of `m` 17 | } 18 | -------------------------------------------------------------------------------- /man/transformers.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{transformers} 4 | \alias{transformers} 5 | \title{Transformers} 6 | \usage{ 7 | transformers() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Transformers 14 | } 15 | -------------------------------------------------------------------------------- /man/uniform_blur2d.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/test.R 3 | \name{uniform_blur2d} 4 | \alias{uniform_blur2d} 5 | \title{Uniform_blur2d} 6 | \usage{ 7 | uniform_blur2d(x, s) 8 | } 9 | \arguments{ 10 | \item{x}{image} 11 | 12 | \item{s}{effect} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | Uniformly apply blurring 19 | } 20 | -------------------------------------------------------------------------------- /man/upit.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{upit} 4 | \alias{upit} 5 | \title{Upit module} 6 | \usage{ 7 | upit() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Upit module 14 | } 15 | -------------------------------------------------------------------------------- /man/vision.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{vision} 4 | \alias{vision} 5 | \title{Vision module} 6 | \usage{ 7 | vision() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Vision module 14 | } 15 | -------------------------------------------------------------------------------- /man/vleaky_relu.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/layers.R 3 | \name{vleaky_relu} 4 | \alias{vleaky_relu} 5 | \title{Vleaky_relu} 6 | \usage{ 7 | vleaky_relu(input, inplace = TRUE) 8 | } 9 | \arguments{ 10 | \item{input}{inputs} 11 | 12 | \item{inplace}{inplace or not} 13 | } 14 | \value{ 15 | None 16 | } 17 | \description{ 18 | `F$leaky_relu` with 0.3 slope 19 | } 20 | -------------------------------------------------------------------------------- /man/wandb.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{wandb} 4 | \alias{wandb} 5 | \title{Wandb module} 6 | \usage{ 7 | wandb() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | Wandb module 14 | } 15 | -------------------------------------------------------------------------------- /man/win_abdoment_soft.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{win_abdoment_soft} 4 | \alias{win_abdoment_soft} 5 | \title{Abdomen soft} 6 | \usage{ 7 | win_abdoment_soft() 8 | } 9 | \value{ 10 | list 11 | } 12 | \description{ 13 | Abdomen soft 14 | } 15 | -------------------------------------------------------------------------------- /man/win_brain.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{win_brain} 4 | \alias{win_brain} 5 | \title{Brain} 6 | \usage{ 7 | win_brain() 8 | } 9 | \value{ 10 | list 11 | } 12 | \description{ 13 | Brain 14 | } 15 | -------------------------------------------------------------------------------- /man/win_brain_bone.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{win_brain_bone} 4 | \alias{win_brain_bone} 5 | \title{Brain bone} 6 | \usage{ 7 | win_brain_bone() 8 | } 9 | \value{ 10 | list 11 | } 12 | \description{ 13 | Brain bone 14 | } 15 | -------------------------------------------------------------------------------- /man/win_brain_soft.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{win_brain_soft} 4 | \alias{win_brain_soft} 5 | \title{Brain soft} 6 | \usage{ 7 | win_brain_soft() 8 | } 9 | \value{ 10 | list 11 | } 12 | \description{ 13 | Brain soft 14 | } 15 | -------------------------------------------------------------------------------- /man/win_liver.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{win_liver} 4 | \alias{win_liver} 5 | \title{Liver} 6 | \usage{ 7 | win_liver() 8 | } 9 | \value{ 10 | list 11 | } 12 | \description{ 13 | Liver 14 | } 15 | -------------------------------------------------------------------------------- /man/win_lungs.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{win_lungs} 4 | \alias{win_lungs} 5 | \title{Lungs} 6 | \usage{ 7 | win_lungs() 8 | } 9 | \value{ 10 | list 11 | } 12 | \description{ 13 | Lungs 14 | } 15 | -------------------------------------------------------------------------------- /man/win_mediastinum.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{win_mediastinum} 4 | \alias{win_mediastinum} 5 | \title{Mediastinum} 6 | \usage{ 7 | win_mediastinum() 8 | } 9 | \value{ 10 | list 11 | } 12 | \description{ 13 | Mediastinum 14 | } 15 | -------------------------------------------------------------------------------- /man/win_spine_bone.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{win_spine_bone} 4 | \alias{win_spine_bone} 5 | \title{Spine bone} 6 | \usage{ 7 | win_spine_bone() 8 | } 9 | \value{ 10 | list 11 | } 12 | \description{ 13 | Spine bone 14 | } 15 | -------------------------------------------------------------------------------- /man/win_spine_soft.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{win_spine_soft} 4 | \alias{win_spine_soft} 5 | \title{Spine soft} 6 | \usage{ 7 | win_spine_soft() 8 | } 9 | \value{ 10 | list 11 | } 12 | \description{ 13 | Spine soft 14 | } 15 | -------------------------------------------------------------------------------- /man/win_stroke.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{win_stroke} 4 | \alias{win_stroke} 5 | \title{Stroke} 6 | \usage{ 7 | win_stroke() 8 | } 9 | \value{ 10 | list 11 | } 12 | \description{ 13 | Stroke 14 | } 15 | -------------------------------------------------------------------------------- /man/win_subdural.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/medical.R 3 | \name{win_subdural} 4 | \alias{win_subdural} 5 | \title{Subdural} 6 | \usage{ 7 | win_subdural() 8 | } 9 | \value{ 10 | list 11 | } 12 | \description{ 13 | Subdural 14 | } 15 | -------------------------------------------------------------------------------- /man/xla.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/import_modules.R 3 | \name{xla} 4 | \alias{xla} 5 | \title{XLA} 6 | \usage{ 7 | xla() 8 | } 9 | \value{ 10 | None 11 | } 12 | \description{ 13 | XLA 14 | } 15 | -------------------------------------------------------------------------------- /man/xresnet101.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnet101} 4 | \alias{xresnet101} 5 | \title{Xresnet101} 6 | \usage{ 7 | xresnet101(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnet152.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnet152} 4 | \alias{xresnet152} 5 | \title{Xresnet152} 6 | \usage{ 7 | xresnet152(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnet18.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnet18} 4 | \alias{xresnet18} 5 | \title{Xresnet18} 6 | \usage{ 7 | xresnet18(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnet18_deep.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnet18_deep} 4 | \alias{xresnet18_deep} 5 | \title{Xresnet18_deep} 6 | \usage{ 7 | xresnet18_deep(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnet18_deeper.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnet18_deeper} 4 | \alias{xresnet18_deeper} 5 | \title{Xresnet18_deeper} 6 | \usage{ 7 | xresnet18_deeper(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnet34.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnet34} 4 | \alias{xresnet34} 5 | \title{Xresnet34} 6 | \usage{ 7 | xresnet34(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnet34_deep.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnet34_deep} 4 | \alias{xresnet34_deep} 5 | \title{Xresnet34_deep} 6 | \usage{ 7 | xresnet34_deep(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnet34_deeper.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnet34_deeper} 4 | \alias{xresnet34_deeper} 5 | \title{Xresnet34_deeper} 6 | \usage{ 7 | xresnet34_deeper(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnet50.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnet50} 4 | \alias{xresnet50} 5 | \title{Xresnet50} 6 | \usage{ 7 | xresnet50(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnet50_deep.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnet50_deep} 4 | \alias{xresnet50_deep} 5 | \title{Xresnet50_deep} 6 | \usage{ 7 | xresnet50_deep(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnet50_deeper.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnet50_deeper} 4 | \alias{xresnet50_deeper} 5 | \title{Xresnet50_deeper} 6 | \usage{ 7 | xresnet50_deeper(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnext101.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnext101} 4 | \alias{xresnext101} 5 | \title{xresnext101} 6 | \usage{ 7 | xresnext101(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnext18.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnext18} 4 | \alias{xresnext18} 5 | \title{xresnext18} 6 | \usage{ 7 | xresnext18(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnext34.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnext34} 4 | \alias{xresnext34} 5 | \title{xresnext34} 6 | \usage{ 7 | xresnext34(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xresnext50.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xresnext50} 4 | \alias{xresnext50} 5 | \title{xresnext50} 6 | \usage{ 7 | xresnext50(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnet101.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnet101} 4 | \alias{xse_resnet101} 5 | \title{xse_resnet101} 6 | \usage{ 7 | xse_resnet101(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnet152.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnet152} 4 | \alias{xse_resnet152} 5 | \title{xse_resnet152} 6 | \usage{ 7 | xse_resnet152(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnet18.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnet18} 4 | \alias{xse_resnet18} 5 | \title{xse_resnet18} 6 | \usage{ 7 | xse_resnet18(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnet34.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnet34} 4 | \alias{xse_resnet34} 5 | \title{xse_resnet34} 6 | \usage{ 7 | xse_resnet34(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnet50.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnet50} 4 | \alias{xse_resnet50} 5 | \title{xse_resnet50} 6 | \usage{ 7 | xse_resnet50(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnext101.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnext101} 4 | \alias{xse_resnext101} 5 | \title{xse_resnext101} 6 | \usage{ 7 | xse_resnext101(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnext18.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnext18} 4 | \alias{xse_resnext18} 5 | \title{xse_resnext18} 6 | \usage{ 7 | xse_resnext18(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnext18_deep.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnext18_deep} 4 | \alias{xse_resnext18_deep} 5 | \title{xse_resnext18_deep} 6 | \usage{ 7 | xse_resnext18_deep(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnext18_deeper.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnext18_deeper} 4 | \alias{xse_resnext18_deeper} 5 | \title{xse_resnext18_deeper} 6 | \usage{ 7 | xse_resnext18_deeper(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnext34.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnext34} 4 | \alias{xse_resnext34} 5 | \title{xse_resnext34} 6 | \usage{ 7 | xse_resnext34(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnext34_deep.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnext34_deep} 4 | \alias{xse_resnext34_deep} 5 | \title{xse_resnext34_deep} 6 | \usage{ 7 | xse_resnext34_deep(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnext34_deeper.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnext34_deeper} 4 | \alias{xse_resnext34_deeper} 5 | \title{xse_resnext34_deeper} 6 | \usage{ 7 | xse_resnext34_deeper(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnext50.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnext50} 4 | \alias{xse_resnext50} 5 | \title{xse_resnext50} 6 | \usage{ 7 | xse_resnext50(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnext50_deep.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnext50_deep} 4 | \alias{xse_resnext50_deep} 5 | \title{xse_resnext50_deep} 6 | \usage{ 7 | xse_resnext50_deep(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xse_resnext50_deeper.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xse_resnext50_deeper} 4 | \alias{xse_resnext50_deeper} 5 | \title{xse_resnext50_deeper} 6 | \usage{ 7 | xse_resnext50_deeper(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/xsenet154.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please edit documentation in R/vision_models.R 3 | \name{xsenet154} 4 | \alias{xsenet154} 5 | \title{xsenet154} 6 | \usage{ 7 | xsenet154(...) 8 | } 9 | \arguments{ 10 | \item{...}{parameters to pass} 11 | } 12 | \value{ 13 | model 14 | } 15 | \description{ 16 | Load model architecture 17 | } 18 | -------------------------------------------------------------------------------- /man/zoom.Rd: -------------------------------------------------------------------------------- 1 | % Generated by roxygen2: do not edit by hand 2 | % Please 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