├── .gitattributes ├── .gitignore ├── LICENSE ├── README.md ├── code_summarization_transfer_learning ├── 1 - Preprocess Data.ipynb ├── 2 - Keras code summarization.ipynb ├── 3 - Train Language Model Using FastAI.ipynb ├── 4 - Train Model To Map Code Embeddings to Language Embeddings.ipynb ├── 5 - Build Search Index.ipynb ├── 6 - Eval metrics.ipynb ├── README.md ├── fastai │ ├── .gitignore │ ├── .travis.yml │ ├── CODE-OF-CONDUCT.md │ ├── LICENSE │ ├── MANIFEST.in │ ├── README.md │ ├── courses │ │ ├── dl1 │ │ │ ├── .gitignore │ │ │ ├── adamw-sgdw-demo.ipynb │ │ │ ├── cifar10-simplenet.ipynb │ │ │ ├── cifar10.ipynb │ │ │ ├── embedding_refactoring_unit_tests.ipynb │ │ │ ├── excel │ │ │ │ ├── collab_filter.xlsx │ │ │ │ ├── conv-example.xlsx │ │ │ │ ├── entropy_example.xlsx │ │ │ │ ├── graddesc.xlsm │ │ │ │ └── layers_example.xlsx │ │ │ ├── fastai │ │ │ │ ├── .gitignore │ │ │ │ ├── __init__.py │ │ │ │ ├── adaptive_softmax.py │ │ │ │ ├── column_data.py │ │ │ │ ├── conv_learner.py │ │ │ │ ├── core.py │ │ │ │ ├── dataloader.py │ │ │ │ ├── dataset.py │ │ │ │ ├── executors.py │ │ │ │ ├── fp16.py │ │ │ │ ├── images │ │ │ │ │ └── industrial_fishing.png │ │ │ │ ├── imports.py │ │ │ │ ├── initializers.py │ │ │ │ ├── io.py │ │ │ │ ├── layer_optimizer.py │ │ │ │ ├── layers.py │ │ │ │ ├── learner.py │ │ │ │ ├── lm_rnn.py │ │ │ │ ├── losses.py │ │ │ │ ├── lsuv_initializer.py │ │ │ │ ├── metrics.py │ │ │ │ ├── model.py │ │ │ │ ├── models │ │ │ │ │ ├── .gitignore │ │ │ │ │ ├── cifar10 │ │ │ │ │ │ ├── main.sh │ │ │ │ │ │ ├── main_dxy.py │ │ │ │ │ │ ├── main_kuangliu.py │ │ │ │ │ │ ├── preact_resnet.py │ │ │ │ │ │ ├── resnext.py │ │ │ │ │ │ ├── senet.py │ │ │ │ │ │ ├── utils.py │ │ │ │ │ │ ├── utils_kuangliu.py │ │ │ │ │ │ └── wideresnet.py │ │ │ │ │ ├── convert_torch.py │ │ │ │ │ ├── darknet.py │ │ │ │ │ ├── fa_resnet.py │ │ │ │ │ ├── inceptionresnetv2.py │ │ │ │ │ ├── inceptionv4.py │ │ │ │ │ ├── nasnet.py │ │ │ │ │ ├── resnet.py │ │ │ │ │ ├── resnext_101_32x4d.py │ │ │ │ │ ├── resnext_101_64x4d.py │ │ │ │ │ ├── resnext_50_32x4d.py │ │ │ │ │ ├── unet.py │ │ │ │ │ ├── wideresnet.py │ │ │ │ │ └── wrn_50_2f.py │ │ │ │ ├── nlp.py │ │ │ │ ├── plots.py │ │ │ │ ├── rnn_reg.py │ │ │ │ ├── rnn_train.py │ │ │ │ ├── set_spawn.py │ │ │ │ ├── sgdr.py │ │ │ │ ├── structured.py │ │ │ │ ├── swa.py │ │ │ │ ├── text.py │ │ │ │ ├── torch_imports.py │ │ │ │ ├── transforms.py │ │ │ │ ├── transforms_pil.py │ │ │ │ └── utils.py │ │ │ ├── fish.ipynb │ │ │ ├── images │ │ │ │ ├── pretrained.png │ │ │ │ ├── sgdr.png │ │ │ │ ├── zeiler1.png │ │ │ │ ├── zeiler2.png │ │ │ │ ├── zeiler3.png │ │ │ │ └── zeiler4.png │ │ │ ├── keras_lesson1.ipynb │ │ │ ├── lang_model-arxiv.ipynb │ │ │ ├── lang_model.ipynb │ │ │ ├── lesson1-rxt50.ipynb │ │ │ ├── lesson1-vgg.ipynb │ │ │ ├── lesson1.ipynb │ │ │ ├── lesson2-image_models.ipynb │ │ │ ├── lesson3-rossman.ipynb │ │ │ ├── lesson4-imdb.ipynb │ │ │ ├── lesson5-movielens.ipynb │ │ │ ├── lesson6-rnn.ipynb │ │ │ ├── lesson6-sgd.ipynb │ │ │ ├── lesson7-CAM.ipynb │ │ │ ├── lesson7-cifar10.ipynb │ │ │ ├── nasnet.ipynb │ │ │ ├── nlp-arxiv.ipynb │ │ │ ├── nlp.ipynb │ │ │ ├── planet.py │ │ │ ├── planet_cv.ipynb │ │ │ ├── ppt │ │ │ │ └── lesson6.pptx │ │ │ ├── rossman_exp.py │ │ │ ├── scripts │ │ │ │ └── train_planet.py │ │ │ ├── test_transforms.ipynb │ │ │ └── xor.ipynb │ │ ├── dl2 │ │ │ ├── .gitignore │ │ │ ├── carvana-unet-lrg.ipynb │ │ │ ├── carvana-unet.ipynb │ │ │ ├── carvana.ipynb │ │ │ ├── cgan │ │ │ │ ├── .gitignore │ │ │ │ ├── __init__.py │ │ │ │ ├── data │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── aligned_dataset.py │ │ │ │ │ ├── base_data_loader.py │ │ │ │ │ ├── base_dataset.py │ │ │ │ │ ├── custom_dataset_data_loader.py │ │ │ │ │ ├── data_loader.py │ │ │ │ │ ├── image_folder.py │ │ │ │ │ ├── single_dataset.py │ │ │ │ │ └── unaligned_dataset.py │ │ │ │ ├── models │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_model.py │ │ │ │ │ ├── cycle_gan_model.py │ │ │ │ │ ├── models.py │ │ │ │ │ ├── networks.py │ │ │ │ │ ├── pix2pix_model.py │ │ │ │ │ └── test_model.py │ │ │ │ ├── options │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_options.py │ │ │ │ │ ├── test_options.py │ │ │ │ │ └── train_options.py │ │ │ │ ├── test.py │ │ │ │ ├── train.py │ │ │ │ └── util │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── get_data.py │ │ │ │ │ ├── html.py │ │ │ │ │ ├── image_pool.py │ │ │ │ │ ├── util.py │ │ │ │ │ └── visualizer.py │ │ │ ├── cifar10-darknet.ipynb │ │ │ ├── cifar10-dawn.ipynb │ │ │ ├── cyclegan.ipynb │ │ │ ├── devise.ipynb │ │ │ ├── enhance.ipynb │ │ │ ├── fastai │ │ │ │ ├── .gitignore │ │ │ │ ├── __init__.py │ │ │ │ ├── adaptive_softmax.py │ │ │ │ ├── column_data.py │ │ │ │ ├── conv_learner.py │ │ │ │ ├── core.py │ │ │ │ ├── dataloader.py │ │ │ │ ├── dataset.py │ │ │ │ ├── executors.py │ │ │ │ ├── fp16.py │ │ │ │ ├── images │ │ │ │ │ └── industrial_fishing.png │ │ │ │ ├── imports.py │ │ │ │ ├── initializers.py │ │ │ │ ├── io.py │ │ │ │ ├── layer_optimizer.py │ │ │ │ ├── layers.py │ │ │ │ ├── learner.py │ │ │ │ ├── lm_rnn.py │ │ │ │ ├── losses.py │ │ │ │ ├── lsuv_initializer.py │ │ │ │ ├── metrics.py │ │ │ │ ├── model.py │ │ │ │ ├── models │ │ │ │ │ ├── .gitignore │ │ │ │ │ ├── cifar10 │ │ │ │ │ │ ├── main.sh │ │ │ │ │ │ ├── main_dxy.py │ │ │ │ │ │ ├── main_kuangliu.py │ │ │ │ │ │ ├── preact_resnet.py │ │ │ │ │ │ ├── resnext.py │ │ │ │ │ │ ├── senet.py │ │ │ │ │ │ ├── utils.py │ │ │ │ │ │ ├── utils_kuangliu.py │ │ │ │ │ │ └── wideresnet.py │ │ │ │ │ ├── convert_torch.py │ │ │ │ │ ├── darknet.py │ │ │ │ │ ├── fa_resnet.py │ │ │ │ │ ├── inceptionresnetv2.py │ │ │ │ │ ├── inceptionv4.py │ │ │ │ │ ├── nasnet.py │ │ │ │ │ ├── resnet.py │ │ │ │ │ ├── resnext_101_32x4d.py │ │ │ │ │ ├── resnext_101_64x4d.py │ │ │ │ │ ├── resnext_50_32x4d.py │ │ │ │ │ ├── unet.py │ │ │ │ │ ├── wideresnet.py │ │ │ │ │ └── wrn_50_2f.py │ │ │ │ ├── nlp.py │ │ │ │ ├── plots.py │ │ │ │ ├── rnn_reg.py │ │ │ │ ├── rnn_train.py │ │ │ │ ├── set_spawn.py │ │ │ │ ├── sgdr.py │ │ │ │ ├── structured.py │ │ │ │ ├── swa.py │ │ │ │ ├── text.py │ │ │ │ ├── torch_imports.py │ │ │ │ ├── transforms.py │ │ │ │ ├── transforms_pil.py │ │ │ │ └── utils.py │ │ │ ├── imdb.ipynb │ │ │ ├── imdb_scripts │ │ │ │ ├── README.md │ │ │ │ ├── create_toks.py │ │ │ │ ├── tok2id.py │ │ │ │ ├── train_clas.py │ │ │ │ ├── train_tri_lm.py │ │ │ │ └── train_tri_wt.py │ │ │ ├── lsun_scripts │ │ │ │ ├── lsun-data.py │ │ │ │ └── lsun-download.py │ │ │ ├── pascal-multi.ipynb │ │ │ ├── pascal.ipynb │ │ │ ├── ppt │ │ │ │ └── lesson8.pptx │ │ │ ├── sampled_sm.py │ │ │ ├── style-transfer-net.ipynb │ │ │ ├── style-transfer.ipynb │ │ │ ├── training_phase.ipynb │ │ │ ├── translate.ipynb │ │ │ ├── wgan.ipynb │ │ │ └── xl │ │ │ │ └── dl-examples.xlsx │ │ └── ml1 │ │ │ ├── Ethics in Data Science.ipynb │ │ │ ├── bulldozer_dl.ipynb │ │ │ ├── bulldozer_linreg.ipynb │ │ │ ├── excel │ │ │ └── naivebayes.xlsx │ │ │ ├── fastai │ │ │ ├── .gitignore │ │ │ ├── __init__.py │ │ │ ├── adaptive_softmax.py │ │ │ ├── column_data.py │ │ │ ├── conv_learner.py │ │ │ ├── core.py │ │ │ ├── dataloader.py │ │ │ ├── dataset.py │ │ │ ├── executors.py │ │ │ ├── fp16.py │ │ │ ├── images │ │ │ │ └── industrial_fishing.png │ │ │ ├── imports.py │ │ │ ├── initializers.py │ │ │ ├── io.py │ │ │ ├── layer_optimizer.py │ │ │ ├── layers.py │ │ │ ├── learner.py │ │ │ ├── lm_rnn.py │ │ │ ├── losses.py │ │ │ ├── lsuv_initializer.py │ │ │ ├── metrics.py │ │ │ ├── model.py │ │ │ ├── models │ │ │ │ ├── .gitignore │ │ │ │ ├── cifar10 │ │ │ │ │ ├── main.sh │ │ │ │ │ ├── main_dxy.py │ │ │ │ │ ├── main_kuangliu.py │ │ │ │ │ ├── preact_resnet.py │ │ │ │ │ ├── resnext.py │ │ │ │ │ ├── senet.py │ │ │ │ │ ├── utils.py │ │ │ │ │ ├── utils_kuangliu.py │ │ │ │ │ └── wideresnet.py │ │ │ │ ├── convert_torch.py │ │ │ │ ├── darknet.py │ │ │ │ ├── fa_resnet.py │ │ │ │ ├── inceptionresnetv2.py │ │ │ │ ├── inceptionv4.py │ │ │ │ ├── nasnet.py │ │ │ │ ├── resnet.py │ │ │ │ ├── resnext_101_32x4d.py │ │ │ │ ├── resnext_101_64x4d.py │ │ │ │ ├── resnext_50_32x4d.py │ │ │ │ ├── unet.py │ │ │ │ ├── wideresnet.py │ │ │ │ └── wrn_50_2f.py │ │ │ ├── nlp.py │ │ │ ├── plots.py │ │ │ ├── rnn_reg.py │ │ │ ├── rnn_train.py │ │ │ ├── set_spawn.py │ │ │ ├── sgdr.py │ │ │ ├── structured.py │ │ │ ├── swa.py │ │ │ ├── text.py │ │ │ ├── torch_imports.py │ │ │ ├── transforms.py │ │ │ ├── transforms_pil.py │ │ │ └── utils.py │ │ │ ├── images │ │ │ ├── bulldozers_data.png │ │ │ ├── bulldozers_data2.png │ │ │ ├── digit.gif │ │ │ ├── ethics_recidivism.jpg │ │ │ ├── mnist.png │ │ │ ├── overfitting2.png │ │ │ ├── sgd2.gif │ │ │ ├── what_is_pytorch.png │ │ │ ├── zeiler1.png │ │ │ ├── zeiler2.png │ │ │ ├── zeiler3.png │ │ │ └── zeiler4.png │ │ │ ├── lesson1-rf.ipynb │ │ │ ├── lesson2-rf_interpretation.ipynb │ │ │ ├── lesson3-rf_foundations.ipynb │ │ │ ├── lesson4-mnist_sgd.ipynb │ │ │ ├── lesson5-nlp.ipynb │ │ │ └── ppt │ │ │ ├── 2017-12-ethics.pptx │ │ │ └── ml_applications.pptx │ ├── docs │ │ ├── README.md │ │ ├── __init__.py │ │ ├── abbr.md │ │ ├── anatomy.adoc │ │ ├── dataloader.adoc │ │ ├── expand_adoc_templ.ipynb │ │ ├── gen_ascii_docs.py │ │ ├── md_expander.py │ │ ├── module-decisions.md │ │ ├── style.md │ │ ├── templates.py │ │ ├── testing.adoc │ │ ├── transforms-tmpl.adoc │ │ ├── transforms.adoc │ │ └── transforms.html │ ├── environment-cpu.yml │ ├── environment-nopytorch.yml │ ├── environment-old.yml │ ├── environment.yml │ ├── fastai │ │ ├── .gitignore │ │ ├── __init__.py │ │ ├── adaptive_softmax.py │ │ ├── column_data.py │ │ ├── conv_learner.py │ │ ├── core.py │ │ ├── dataloader.py │ │ ├── dataset.py │ │ ├── executors.py │ │ ├── fp16.py │ │ ├── images │ │ │ └── industrial_fishing.png │ │ ├── imports.py │ │ ├── initializers.py │ │ ├── io.py │ │ ├── layer_optimizer.py │ │ ├── layers.py │ │ ├── learner.py │ │ ├── lm_rnn.py │ │ ├── losses.py │ │ ├── lsuv_initializer.py │ │ ├── metrics.py │ │ ├── model.py │ │ ├── models │ │ │ ├── .gitignore │ │ │ ├── cifar10 │ │ │ │ ├── main.sh │ │ │ │ ├── main_dxy.py │ │ │ │ ├── main_kuangliu.py │ │ │ │ ├── preact_resnet.py │ │ │ │ ├── resnext.py │ │ │ │ ├── senet.py │ │ │ │ ├── utils.py │ │ │ │ ├── utils_kuangliu.py │ │ │ │ └── wideresnet.py │ │ │ ├── convert_torch.py │ │ │ ├── darknet.py │ │ │ ├── fa_resnet.py │ │ │ ├── inceptionresnetv2.py │ │ │ ├── inceptionv4.py │ │ │ ├── nasnet.py │ │ │ ├── resnet.py │ │ │ ├── resnext_101_32x4d.py │ │ │ ├── resnext_101_64x4d.py │ │ │ ├── resnext_50_32x4d.py │ │ │ ├── unet.py │ │ │ ├── wideresnet.py │ │ │ └── wrn_50_2f.py │ │ ├── nlp.py │ │ ├── plots.py │ │ ├── rnn_reg.py │ │ ├── rnn_train.py │ │ ├── set_spawn.py │ │ ├── sgdr.py │ │ ├── structured.py │ │ ├── swa.py │ │ ├── text.py │ │ ├── torch_imports.py │ │ ├── transforms.py │ │ ├── transforms_pil.py │ │ └── utils.py │ ├── pytest.ini │ ├── requirements.txt │ ├── setup.cfg │ ├── setup.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_core.py │ │ ├── test_layer_optimizer.py │ │ ├── test_lsuv_initializer.py │ │ ├── test_samplers.py │ │ └── test_transform.py │ └── tutorials │ │ ├── __init__.py │ │ ├── fastai │ │ ├── .gitignore │ │ ├── __init__.py │ │ ├── adaptive_softmax.py │ │ ├── column_data.py │ │ ├── conv_learner.py │ │ ├── core.py │ │ ├── dataloader.py │ │ ├── dataset.py │ │ ├── executors.py │ │ ├── fp16.py │ │ ├── images │ │ │ └── industrial_fishing.png │ │ ├── imports.py │ │ ├── initializers.py │ │ ├── io.py │ │ ├── layer_optimizer.py │ │ ├── layers.py │ │ ├── learner.py │ │ ├── lm_rnn.py │ │ ├── losses.py │ │ ├── lsuv_initializer.py │ │ ├── metrics.py │ │ ├── model.py │ │ ├── models │ │ │ ├── .gitignore │ │ │ ├── cifar10 │ │ │ │ ├── main.sh │ │ │ │ ├── main_dxy.py │ │ │ │ ├── main_kuangliu.py │ │ │ │ ├── preact_resnet.py │ │ │ │ ├── resnext.py │ │ │ │ ├── senet.py │ │ │ │ ├── utils.py │ │ │ │ ├── utils_kuangliu.py │ │ │ │ └── wideresnet.py │ │ │ ├── convert_torch.py │ │ │ ├── darknet.py │ │ │ ├── fa_resnet.py │ │ │ ├── inceptionresnetv2.py │ │ │ ├── inceptionv4.py │ │ │ ├── nasnet.py │ │ │ ├── resnet.py │ │ │ ├── resnext_101_32x4d.py │ │ │ ├── resnext_101_64x4d.py │ │ │ ├── resnext_50_32x4d.py │ │ │ ├── unet.py │ │ │ ├── wideresnet.py │ │ │ └── wrn_50_2f.py │ │ ├── nlp.py │ │ ├── plots.py │ │ ├── rnn_reg.py │ │ ├── rnn_train.py │ │ ├── set_spawn.py │ │ ├── sgdr.py │ │ ├── structured.py │ │ ├── swa.py │ │ ├── text.py │ │ ├── torch_imports.py │ │ ├── transforms.py │ │ ├── transforms_pil.py │ │ └── utils.py │ │ ├── images │ │ ├── cifar10.png │ │ ├── demba_combustion_engine.png │ │ ├── digit.gif │ │ ├── fashion-mnist.png │ │ ├── markov_health.jpg │ │ ├── mnist.png │ │ ├── normal.jpg │ │ ├── overfitting.png │ │ ├── overfitting2.png │ │ ├── sgd2.gif │ │ ├── shop.png │ │ ├── what_is_pytorch.png │ │ ├── zeiler1.png │ │ ├── zeiler2.png │ │ ├── zeiler3.png │ │ └── zeiler4.png │ │ ├── kmeans.py │ │ ├── linalg_pytorch.ipynb │ │ └── meanshift.ipynb ├── feature_extractor.py ├── general_utils.py ├── lang_model_utils.py ├── seq2seq_utils.py └── visitor.py ├── pytorch_model ├── README.md ├── codesearcher.py ├── configs.py ├── data.py ├── java │ ├── test.apiseq.h5 │ ├── test.desc.h5 │ ├── test.methname.h5 │ ├── test.rawcode.txt │ ├── test.tokens.h5 │ ├── train.apiseq.h5 │ ├── train.desc.h5 │ ├── train.methname.h5 │ ├── train.tokens.h5 │ ├── use.apiseq.h5 │ ├── use.codevecs.normalized.h5 │ ├── use.methname.h5 │ ├── use.rawcode.txt │ ├── use.tokens.h5 │ ├── vocab.apiseq.pkl │ ├── vocab.desc.pkl │ ├── vocab.methname.pkl │ └── vocab.tokens.pkl ├── models.py ├── python │ ├── small.rawcode.txt │ ├── small.test.apiseq.npy │ ├── small.test.desc.npy │ ├── small.test.methname.npy │ ├── small.test.tokens.npy │ ├── test.apiseq.npy │ ├── test.desc.npy │ ├── test.methname.npy │ ├── test.tokens.npy │ ├── train.apiseq.npy │ ├── train.desc.npy │ ├── train.methname.npy │ ├── train.tokens.npy │ ├── vocab.apiseq.pkl │ ├── vocab.desc.pkl │ ├── vocab.methname.pkl │ └── vocab.tokens.pkl ├── requirements.txt └── utils.py └── screenshot.png /.gitattributes: -------------------------------------------------------------------------------- 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