├── .gitignore ├── .travis.yml ├── LICENSE.txt ├── ML ├── Kaggles │ ├── DiabeticRetinopathy │ │ ├── config.py │ │ ├── dataset.py │ │ ├── preprocess_images.py │ │ ├── train.py │ │ ├── train_blend.py │ │ └── utils.py │ ├── Dog vs Cat Competition │ │ ├── Logistic Regression on EfficientNet Features.ipynb │ │ ├── competition.txt │ │ ├── config.py │ │ ├── dataset.py │ │ ├── submissions │ │ │ └── mysubmission.csv │ │ ├── train.py │ │ └── utils.py │ ├── Facial Keypoint Detection Competition │ │ ├── config.py │ │ ├── dataset.py │ │ ├── extract_images_from_csv.py │ │ ├── submission.csv │ │ ├── train.py │ │ └── utils.py │ ├── SantanderTransaction │ │ ├── dataset.py │ │ ├── get_data.ipynb │ │ ├── train.py │ │ └── utils.py │ └── Titanic │ │ └── FirstKaggle_Titanic.ipynb ├── Projects │ ├── DeepSort │ │ ├── sort_w_attention.py │ │ └── utils.py │ ├── Exploring_MNIST │ │ ├── README.md │ │ ├── networks │ │ │ ├── __pycache__ │ │ │ │ ├── googLeNet.cpython-37.pyc │ │ │ │ ├── import_all_networks.cpython-37.pyc │ │ │ │ ├── lenet.cpython-37.pyc │ │ │ │ ├── resnet.cpython-37.pyc │ │ │ │ └── vgg.cpython-37.pyc │ │ │ ├── googLeNet.py │ │ │ ├── import_all_networks.py │ │ │ ├── lenet.py │ │ │ ├── resnet.py │ │ │ └── vgg.py │ │ ├── train.py │ │ └── utils │ │ │ ├── __pycache__ │ │ │ ├── import_utils.cpython-37.pyc │ │ │ ├── mnist_data.cpython-37.pyc │ │ │ └── utils.cpython-37.pyc │ │ │ ├── import_utils.py │ │ │ ├── mnist_data.py │ │ │ └── utils.py │ ├── spam_classifier_naive_bayes │ │ ├── build_vocabulary.py │ │ ├── create_freq_vectors.py │ │ ├── data │ │ │ └── emails.csv │ │ └── naivebayes.py │ └── text_generation_babynames │ │ ├── data │ │ ├── example_names.txt │ │ ├── names.txt │ │ ├── shakespeare_larger.txt │ │ └── shakespeare_tiny.txt │ │ └── generating_names.py ├── Pytorch │ ├── Basics │ │ ├── Imbalanced_classes │ │ │ ├── dataset │ │ │ │ ├── Golden retriever │ │ │ │ │ ├── 11821641_944554882273558_458803736_n.jpg │ │ │ │ │ ├── 122681005_2058458177620449_9139840356895646047_n.jpg │ │ │ │ │ ├── 122685754_368255127946102_8869937509044498309_n.jpg │ │ │ │ │ ├── 122829425_688546388486096_4749832367830120918_n.jpg │ │ │ │ │ ├── 123608035_1044171046048010_4796194894040132059_n.jpg │ │ │ │ │ ├── 123651535_360358205249485_1204589966425254137_n.jpg │ │ │ │ │ ├── 125514653_915637659221201_6259098690657613283_n.jpg │ │ │ │ │ ├── 125563111_191719932597618_5517397271721945900_n.jpg │ │ │ │ │ ├── 126504776_1776371919198444_5027965853570168736_n.jpg │ │ │ │ │ ├── 128544111_170020804864095_6915661963815156986_n.jpg │ │ │ │ │ ├── 128666347_190515272661173_6040654440723202921_n.jpg │ │ │ │ │ ├── 128734199_237114207756907_8032904267357734249_n.jpg │ │ │ │ │ ├── 128996044_238509761033156_5193135769185049929_n.jpg │ │ │ │ │ ├── 129784399_871568250275034_2010981130600416364_n.jpg │ │ │ │ │ ├── 130208571_430337055042421_8257112669417070737_n.jpg │ │ │ │ │ ├── 130302960_427705015266192_4661792974800431963_n.jpg │ │ │ │ │ ├── 130430256_849860802467165_3796889696416402618_n.jpg │ │ │ │ │ ├── 130449924_670235500324886_5467306725016781199_n.jpg │ │ │ │ │ ├── 130577669_427292531736582_5579728861268921373_n.jpg │ │ │ │ │ ├── 130674957_112328344067031_8392495704292854355_n.jpg │ │ │ │ │ ├── 130700091_404180394347414_6954698524881218172_n.jpg │ │ │ │ │ ├── 130704269_162957812244116_4208764450086937297_n.jpg │ │ │ │ │ ├── 130704605_204922884516595_3839246968395989319_n.jpg │ │ │ │ │ ├── 130708962_861928784553761_2466537240002864837_n.jpg │ │ │ │ │ ├── 130710582_1075441656234948_6255674764316788650_n.jpg │ │ │ │ │ ├── 130713084_113926583888013_2783851793583977584_n.jpg │ │ │ │ │ ├── 130714964_438089977196232_838976319848618492_n (4).jpg │ │ │ │ │ ├── 130719433_104054754847609_3467536040233080624_n.jpg │ │ │ │ │ ├── 130730427_1014424289045308_3370240364455113240_n.jpg │ │ │ │ │ ├── 130733285_660535971309320_6530483792456273032_n.jpg │ │ │ │ │ ├── 130735231_112870980675642_3131638041845198114_n.jpg │ │ │ │ │ ├── 130736753_3453137984803469_9166627954226622750_n.jpg │ │ │ │ │ ├── 130737808_438603193830597_6928625479229744516_n.jpg │ │ │ │ │ ├── 37550414_276793639714053_5870168907112775680_n.jpg │ │ │ │ │ ├── n155930.jpg │ │ │ │ │ ├── n155972.jpg │ │ │ │ │ ├── n156087.jpg │ │ │ │ │ ├── n156090.jpg │ │ │ │ │ ├── n156510.jpeg │ │ │ │ │ ├── n157203.jpg │ │ │ │ │ ├── n157643.jpg │ │ │ │ │ ├── n157975.jpeg │ │ │ │ │ ├── n158409.jpeg │ │ │ │ │ ├── n159399.jpeg │ │ │ │ │ ├── n160032.jpeg │ │ │ │ │ ├── n160494.jpeg │ │ │ │ │ ├── n160502.jpeg │ │ │ │ │ ├── n160592.jpeg │ │ │ │ │ ├── n160729.jpeg │ │ │ │ │ └── n161122.jpeg │ │ │ │ └── Swedish elkhound │ │ │ │ │ └── 121642615_1302428693433846_4544118922928741841_n.jpg │ │ │ └── main.py │ │ ├── albumentations_tutorial │ │ │ ├── cat_dogs │ │ │ │ ├── cats │ │ │ │ │ ├── cat.0.jpg │ │ │ │ │ ├── cat.1.jpg │ │ │ │ │ ├── cat.2.jpg │ │ │ │ │ ├── cat.3.jpg │ │ │ │ │ ├── cat.4.jpg │ │ │ │ │ ├── cat.5.jpg │ │ │ │ │ ├── cat.6.jpg │ │ │ │ │ ├── cat.7.jpg │ │ │ │ │ └── dog.0.jpg │ │ │ │ └── dogs │ │ │ │ │ ├── n123686.jpg │ │ │ │ │ ├── n123687.jpg │ │ │ │ │ ├── n123688.jpg │ │ │ │ │ ├── n123689.jpg │ │ │ │ │ ├── n123690.jpg │ │ │ │ │ ├── n123691.jpg │ │ │ │ │ ├── n123692.jpg │ │ │ │ │ ├── n123693.jpg │ │ │ │ │ ├── n123694.jpg │ │ │ │ │ └── n123695.jpg │ │ │ ├── classification.py │ │ │ ├── detection.py │ │ │ ├── full_pytorch_example.py │ │ │ ├── images │ │ │ │ ├── cat.jpg │ │ │ │ ├── elon.jpeg │ │ │ │ ├── mask.jpeg │ │ │ │ └── second_mask.jpeg │ │ │ ├── segmentation.py │ │ │ └── utils.py │ │ ├── custom_dataset │ │ │ ├── cats_dogs.csv │ │ │ ├── cats_dogs_resized │ │ │ │ ├── cat.0.jpg │ │ │ │ ├── cat.1.jpg │ │ │ │ ├── cat.2.jpg │ │ │ │ ├── cat.3.jpg │ │ │ │ ├── cat.4.jpg │ │ │ │ ├── cat.5.jpg │ │ │ │ ├── cat.6.jpg │ │ │ │ ├── cat.7.jpg │ │ │ │ ├── dog.0.jpg │ │ │ │ └── dog.1.jpg │ │ │ └── custom_dataset.py │ │ ├── custom_dataset_txt │ │ │ ├── get_data.sh │ │ │ └── loader_customtext.py │ │ ├── lightning_simple_CNN.py │ │ ├── pytorch_bidirectional_lstm.py │ │ ├── pytorch_init_weights.py │ │ ├── pytorch_loadsave.py │ │ ├── pytorch_lr_ratescheduler.py │ │ ├── pytorch_mixed_precision_example.py │ │ ├── pytorch_pretrain_finetune.py │ │ ├── pytorch_progress_bar.py │ │ ├── pytorch_rnn_gru_lstm.py │ │ ├── pytorch_simple_CNN.py │ │ ├── pytorch_simple_fullynet.py │ │ ├── pytorch_std_mean.py │ │ ├── pytorch_tensorbasics.py │ │ ├── pytorch_tensorboard_.py │ │ ├── pytorch_transforms.py │ │ └── set_deterministic_behavior │ │ │ └── pytorch_set_seeds.py │ ├── CNN_architectures │ │ ├── lenet5_pytorch.py │ │ ├── pytorch_efficientnet.py │ │ ├── pytorch_inceptionet.py │ │ ├── pytorch_resnet.py │ │ └── pytorch_vgg_implementation.py │ ├── GANs │ │ ├── 1. SimpleGAN │ │ │ └── fc_gan.py │ │ ├── 2. DCGAN │ │ │ ├── model.py │ │ │ └── train.py │ │ ├── 3. WGAN │ │ │ ├── model.py │ │ │ └── train.py │ │ ├── 4. WGAN-GP │ │ │ ├── model.py │ │ │ ├── train.py │ │ │ └── utils.py │ │ ├── CycleGAN │ │ │ ├── README.md │ │ │ ├── config.py │ │ │ ├── dataset.py │ │ │ ├── discriminator_model.py │ │ │ ├── generator_model.py │ │ │ ├── results │ │ │ │ ├── horse_results.png │ │ │ │ └── zebra_results.png │ │ │ ├── train.py │ │ │ └── utils.py │ │ ├── ESRGAN │ │ │ ├── ESRGAN.png │ │ │ ├── config.py │ │ │ ├── dataset.py │ │ │ ├── loss.py │ │ │ ├── model.py │ │ │ ├── saved │ │ │ │ ├── baboon_LR.png │ │ │ │ ├── baby_LR.png │ │ │ │ ├── butterfly_LR.png │ │ │ │ ├── comic_LR.png │ │ │ │ ├── head_LR.png │ │ │ │ └── woman_LR.png │ │ │ ├── test_images │ │ │ │ ├── baboon_LR.png │ │ │ │ ├── baby_LR.png │ │ │ │ ├── butterfly_LR.png │ │ │ │ ├── comic_LR.png │ │ │ │ ├── head_LR.png │ │ │ │ └── woman_LR.png │ │ │ ├── train.py │ │ │ └── utils.py │ │ ├── Pix2Pix │ │ │ ├── README.md │ │ │ ├── config.py │ │ │ ├── dataset.py │ │ │ ├── discriminator_model.py │ │ │ ├── generator_model.py │ │ │ ├── results │ │ │ │ ├── results_anime.png │ │ │ │ └── results_maps.png │ │ │ ├── train.py │ │ │ └── utils.py │ │ ├── ProGAN │ │ │ ├── README.md │ │ │ ├── config.py │ │ │ ├── model.py │ │ │ ├── results │ │ │ │ ├── 64_examples.png │ │ │ │ └── result1.png │ │ │ ├── train.py │ │ │ └── utils.py │ │ ├── SRGAN │ │ │ ├── architecture.png │ │ │ ├── config.py │ │ │ ├── dataset.py │ │ │ ├── loss.py │ │ │ ├── model.py │ │ │ ├── train.py │ │ │ └── utils.py │ │ └── StyleGAN │ │ │ ├── config.py │ │ │ ├── make_resized_data.py │ │ │ ├── model.py │ │ │ ├── prepare_data.py │ │ │ ├── readme_important.txt │ │ │ ├── train.py │ │ │ └── utils.py │ ├── huggingface │ │ ├── .ipynb_checkpoints │ │ │ ├── Untitled-checkpoint.ipynb │ │ │ ├── cnndaily_t5_lightning_customdataloading-checkpoint.ipynb │ │ │ ├── finetune_t5_lightning-checkpoint.ipynb │ │ │ ├── finetuning_t5_small_cnndaily-checkpoint.ipynb │ │ │ └── learning-checkpoint.ipynb │ │ ├── cnndaily_t5_lightning_customdataloading.ipynb │ │ ├── dataset.py │ │ ├── finetune_t5_lightning.ipynb │ │ ├── finetuning_t5_small_cnndaily.ipynb │ │ ├── learning.ipynb │ │ ├── learninghugg.py │ │ ├── lightning_logs │ │ │ ├── version_0 │ │ │ │ ├── events.out.tfevents.1676993704.mrbeast.566861.0 │ │ │ │ └── hparams.yaml │ │ │ ├── version_1 │ │ │ │ ├── events.out.tfevents.1676993775.mrbeast.568809.0 │ │ │ │ └── hparams.yaml │ │ │ ├── version_2 │ │ │ │ ├── events.out.tfevents.1676993814.mrbeast.570170.0 │ │ │ │ └── hparams.yaml │ │ │ └── version_3 │ │ │ │ ├── events.out.tfevents.1676993905.mrbeast.570170.1 │ │ │ │ └── hparams.yaml │ │ ├── model.py │ │ ├── test.py │ │ └── train.py │ ├── image_segmentation │ │ └── semantic_segmentation_unet │ │ │ ├── UNET_architecture.png │ │ │ ├── __pycache__ │ │ │ ├── dataset.cpython-38.pyc │ │ │ ├── model.cpython-38.pyc │ │ │ └── utils.cpython-38.pyc │ │ │ ├── data │ │ │ └── note.txt │ │ │ ├── dataset.py │ │ │ ├── model.py │ │ │ ├── saved_images │ │ │ └── note.txt │ │ │ ├── train.py │ │ │ └── utils.py │ ├── more_advanced │ │ ├── Seq2Seq │ │ │ ├── seq2seq.py │ │ │ └── utils.py │ │ ├── Seq2Seq_attention │ │ │ ├── seq2seq_attention.py │ │ │ └── utils.py │ │ ├── VAE │ │ │ ├── lightning_vae │ │ │ │ ├── .scale_batch_size_2121f91a-3045-4142-95c9-9f29857117c1.ckpt │ │ │ │ ├── dataset.py │ │ │ │ ├── model.py │ │ │ │ ├── train.py │ │ │ │ └── utils.py │ │ │ ├── model.py │ │ │ └── train.py │ │ ├── finetuning_whisper │ │ │ ├── dataset.py │ │ │ ├── model.py │ │ │ ├── steps.txt │ │ │ ├── test.py │ │ │ ├── train.py │ │ │ └── whisper.py │ │ ├── image_captioning │ │ │ ├── README.md │ │ │ ├── get_loader.py │ │ │ ├── model.py │ │ │ ├── test_examples │ │ │ │ ├── boat.png │ │ │ │ ├── bus.png │ │ │ │ ├── child.jpg │ │ │ │ ├── dog.jpg │ │ │ │ └── horse.png │ │ │ ├── train.py │ │ │ └── utils.py │ │ ├── neuralstyle │ │ │ ├── annahathaway.png │ │ │ ├── nst.py │ │ │ ├── output │ │ │ │ ├── img1.png │ │ │ │ ├── img2.png │ │ │ │ ├── img3.png │ │ │ │ ├── img4.png │ │ │ │ ├── img5.png │ │ │ │ ├── img6.png │ │ │ │ ├── img7.png │ │ │ │ └── img8.png │ │ │ ├── style.jpg │ │ │ └── styles │ │ │ │ ├── style1.jpg │ │ │ │ ├── style2.jpg │ │ │ │ ├── style3.jpg │ │ │ │ ├── style4.jpg │ │ │ │ ├── style5.jpg │ │ │ │ ├── style6.jpg │ │ │ │ ├── style7.jpg │ │ │ │ └── style8.jpg │ │ ├── seq2seq_transformer │ │ │ ├── seq2seq_transformer.py │ │ │ └── utils.py │ │ ├── torchtext │ │ │ ├── mydata │ │ │ │ ├── test.csv │ │ │ │ ├── test.json │ │ │ │ ├── test.tsv │ │ │ │ ├── train.csv │ │ │ │ ├── train.json │ │ │ │ └── train.tsv │ │ │ ├── torchtext_tutorial1.py │ │ │ ├── torchtext_tutorial2.py │ │ │ └── torchtext_tutorial3.py │ │ └── transformer_from_scratch │ │ │ └── transformer_from_scratch.py │ ├── object_detection │ │ ├── YOLO │ │ │ ├── __pycache__ │ │ │ │ ├── dataset.cpython-38.pyc │ │ │ │ ├── loss.cpython-38.pyc │ │ │ │ ├── model.cpython-38.pyc │ │ │ │ └── utils.cpython-38.pyc │ │ │ ├── data │ │ │ │ ├── generate_csv.py │ │ │ │ └── get_data │ │ │ ├── dataset.py │ │ │ ├── loss.py │ │ │ ├── model.py │ │ │ ├── train.py │ │ │ └── utils.py │ │ ├── YOLOv3 │ │ │ ├── README.md │ │ │ ├── config.py │ │ │ ├── dataset.py │ │ │ ├── loss.py │ │ │ ├── model.py │ │ │ ├── train.py │ │ │ └── utils.py │ │ └── metrics │ │ │ ├── iou.py │ │ │ ├── mean_avg_precision.py │ │ │ └── nms.py │ ├── others │ │ └── default_setups │ │ │ └── CV - Image Classification │ │ │ ├── augmentations.py │ │ │ ├── config.py │ │ │ ├── dataset.py │ │ │ ├── model.py │ │ │ ├── train.py │ │ │ └── utils.py │ ├── pytorch_lightning │ │ ├── 1. start code │ │ │ └── simple_fc.py │ │ ├── 10. Multi-GPU │ │ │ ├── callbacks.py │ │ │ ├── config.py │ │ │ ├── dataset.py │ │ │ ├── model.py │ │ │ └── train.py │ │ ├── 2. LightningModule │ │ │ └── simple_fc.py │ │ ├── 3. Lightning Trainer │ │ │ └── simple_fc.py │ │ ├── 4. Metrics │ │ │ └── simple_fc.py │ │ ├── 5. DataModule │ │ │ └── simple_fc.py │ │ ├── 6. Restructuring │ │ │ ├── config.py │ │ │ ├── dataset.py │ │ │ ├── model.py │ │ │ └── train.py │ │ ├── 7. Callbacks │ │ │ ├── callbacks.py │ │ │ ├── config.py │ │ │ ├── dataset.py │ │ │ ├── model.py │ │ │ └── train.py │ │ ├── 8. Logging Tensorboard │ │ │ ├── callbacks.py │ │ │ ├── config.py │ │ │ ├── dataset.py │ │ │ ├── model.py │ │ │ └── train.py │ │ └── 9. Profiler │ │ │ ├── callbacks.py │ │ │ ├── config.py │ │ │ ├── dataset.py │ │ │ ├── model.py │ │ │ └── train.py │ └── recommender_systems │ │ └── neural_collaborative_filtering │ │ └── main.py ├── TensorFlow │ ├── Basics │ │ ├── tutorial1-installation-videoonly.py │ │ ├── tutorial10-save-model.py │ │ ├── tutorial11-transfer-learning.py │ │ ├── tutorial12-tensorflowdatasets.py │ │ ├── tutorial13-data-augmentation.py │ │ ├── tutorial14-callbacks.py │ │ ├── tutorial15-customizing-modelfit.py │ │ ├── tutorial16-customloops.py │ │ ├── tutorial17-tensorboard │ │ │ ├── 1_tb_callback.py │ │ │ ├── 2_tb_scalars.py │ │ │ ├── 3_tb_images.py │ │ │ ├── 4_tb_confusion.py │ │ │ ├── 5_tb_graph.py │ │ │ ├── 6_tb_hparams.py │ │ │ ├── 7_tb_projector.py │ │ │ └── utils.py │ │ ├── tutorial18-customdata-images │ │ │ ├── 1_in_subfolders.py │ │ │ ├── 2_csv_file.py │ │ │ ├── 3_single_folder.py │ │ │ └── data │ │ │ │ ├── mnist_images_csv │ │ │ │ ├── 0_1.jpg │ │ │ │ ├── 0_2.jpg │ │ │ │ ├── 0_3.jpg │ │ │ │ ├── 0_4.jpg │ │ │ │ ├── 0_5.jpg │ │ │ │ ├── 1_1.jpg │ │ │ │ ├── 1_2.jpg │ │ │ │ ├── 1_3.jpg │ │ │ │ ├── 1_4.jpg │ │ │ │ ├── 1_5.jpg │ │ │ │ ├── 2_1.jpg │ │ │ │ ├── 2_2.jpg │ │ │ │ ├── 2_3.jpg │ │ │ │ ├── 2_4.jpg │ │ │ │ ├── 2_5.jpg │ │ │ │ ├── 3_1.jpg │ │ │ │ ├── 3_2.jpg │ │ │ │ ├── 3_3.jpg │ │ │ │ ├── 3_4.jpg │ │ │ │ ├── 3_5.jpg │ │ │ │ ├── 4_1.jpg │ │ │ │ ├── 4_2.jpg │ │ │ │ ├── 4_3.jpg │ │ │ │ ├── 4_4.jpg │ │ │ │ ├── 4_5.jpg │ │ │ │ ├── 5_1.jpg │ │ │ │ ├── 5_2.jpg │ │ │ │ ├── 5_3.jpg │ │ │ │ ├── 5_4.jpg │ │ │ │ ├── 5_5.jpg │ │ │ │ ├── 6_1.jpg │ │ │ │ ├── 6_2.jpg │ │ │ │ ├── 6_3.jpg │ │ │ │ ├── 6_4.jpg │ │ │ │ ├── 6_5.jpg │ │ │ │ ├── 7_1.jpg │ │ │ │ ├── 7_2.jpg │ │ │ │ ├── 7_3.jpg │ │ │ │ ├── 7_4.jpg │ │ │ │ ├── 7_5.jpg │ │ │ │ ├── 8_1.jpg │ │ │ │ ├── 8_2.jpg │ │ │ │ ├── 8_3.jpg │ │ │ │ ├── 8_4.jpg │ │ │ │ ├── 8_5.jpg │ │ │ │ ├── 9_1.jpg │ │ │ │ ├── 9_2.jpg │ │ │ │ ├── 9_3.jpg │ │ │ │ ├── 9_4.jpg │ │ │ │ ├── 9_5.jpg │ │ │ │ └── train.csv │ │ │ │ ├── mnist_images_only │ │ │ │ ├── 0_1.jpg │ │ │ │ ├── 0_2.jpg │ │ │ │ ├── 0_3.jpg │ │ │ │ ├── 0_4.jpg │ │ │ │ ├── 0_5.jpg │ │ │ │ ├── 1_1.jpg │ │ │ │ ├── 1_2.jpg │ │ │ │ ├── 1_3.jpg │ │ │ │ ├── 1_4.jpg │ │ │ │ ├── 1_5.jpg │ │ │ │ ├── 2_1.jpg │ │ │ │ ├── 2_2.jpg │ │ │ │ ├── 2_3.jpg │ │ │ │ ├── 2_4.jpg │ │ │ │ ├── 2_5.jpg │ │ │ │ ├── 3_1.jpg │ │ │ │ ├── 3_2.jpg │ │ │ │ ├── 3_3.jpg │ │ │ │ ├── 3_4.jpg │ │ │ │ ├── 3_5.jpg │ │ │ │ ├── 4_1.jpg │ │ │ │ ├── 4_2.jpg │ │ │ │ ├── 4_3.jpg │ │ │ │ ├── 4_4.jpg │ │ │ │ ├── 4_5.jpg │ │ │ │ ├── 5_1.jpg │ │ │ │ ├── 5_2.jpg │ │ │ │ ├── 5_3.jpg │ │ │ │ ├── 5_4.jpg │ │ │ │ ├── 5_5.jpg │ │ │ │ ├── 6_1.jpg │ │ │ │ ├── 6_2.jpg │ │ │ │ ├── 6_3.jpg │ │ │ │ ├── 6_4.jpg │ │ │ │ ├── 6_5.jpg │ │ │ │ ├── 7_1.jpg │ │ │ │ ├── 7_2.jpg │ │ │ │ ├── 7_3.jpg │ │ │ │ ├── 7_4.jpg │ │ │ │ ├── 7_5.jpg │ │ │ │ ├── 8_1.jpg │ │ │ │ ├── 8_2.jpg │ │ │ │ ├── 8_3.jpg │ │ │ │ ├── 8_4.jpg │ │ │ │ ├── 8_5.jpg │ │ │ │ ├── 9_1.jpg │ │ │ │ ├── 9_2.jpg │ │ │ │ ├── 9_3.jpg │ │ │ │ ├── 9_4.jpg │ │ │ │ └── 9_5.jpg │ │ │ │ └── mnist_subfolders │ │ │ │ ├── 0 │ │ │ │ ├── 0_1.jpg │ │ │ │ ├── 0_2.jpg │ │ │ │ ├── 0_3.jpg │ │ │ │ ├── 0_4.jpg │ │ │ │ └── 0_5.jpg │ │ │ │ ├── 1 │ │ │ │ ├── 1_1.jpg │ │ │ │ ├── 1_2.jpg │ │ │ │ ├── 1_3.jpg │ │ │ │ ├── 1_4.jpg │ │ │ │ └── 1_5.jpg │ │ │ │ ├── 2 │ │ │ │ ├── 2_1.jpg │ │ │ │ ├── 2_2.jpg │ │ │ │ ├── 2_3.jpg │ │ │ │ ├── 2_4.jpg │ │ │ │ └── 2_5.jpg │ │ │ │ ├── 3 │ │ │ │ ├── 3_1.jpg │ │ │ │ ├── 3_2.jpg │ │ │ │ ├── 3_3.jpg │ │ │ │ ├── 3_4.jpg │ │ │ │ └── 3_5.jpg │ │ │ │ ├── 4 │ │ │ │ ├── 4_1.jpg │ │ │ │ ├── 4_2.jpg │ │ │ │ ├── 4_3.jpg │ │ │ │ ├── 4_4.jpg │ │ │ │ └── 4_5.jpg │ │ │ │ ├── 5 │ │ │ │ ├── 5_1.jpg │ │ │ │ ├── 5_2.jpg │ │ │ │ ├── 5_3.jpg │ │ │ │ ├── 5_4.jpg │ │ │ │ └── 5_5.jpg │ │ │ │ ├── 6 │ │ │ │ ├── 6_1.jpg │ │ │ │ ├── 6_2.jpg │ │ │ │ ├── 6_3.jpg │ │ │ │ ├── 6_4.jpg │ │ │ │ └── 6_5.jpg │ │ │ │ ├── 7 │ │ │ │ ├── 7_1.jpg │ │ │ │ ├── 7_2.jpg │ │ │ │ ├── 7_3.jpg │ │ │ │ ├── 7_4.jpg │ │ │ │ └── 7_5.jpg │ │ │ │ ├── 8 │ │ │ │ ├── 8_1.jpg │ │ │ │ ├── 8_2.jpg │ │ │ │ ├── 8_3.jpg │ │ │ │ ├── 8_4.jpg │ │ │ │ └── 8_5.jpg │ │ │ │ └── 9 │ │ │ │ ├── 9_1.jpg │ │ │ │ ├── 9_2.jpg │ │ │ │ ├── 9_3.jpg │ │ │ │ ├── 9_4.jpg │ │ │ │ └── 9_5.jpg │ │ ├── tutorial19-customdata-text │ │ │ ├── english.csv │ │ │ ├── swedish.csv │ │ │ ├── test_example1.csv │ │ │ ├── test_example2.csv │ │ │ ├── test_example3.csv │ │ │ └── tutorial19-customdata-text.py │ │ ├── tutorial2-tensorbasics.py │ │ ├── tutorial20-classify-cancer-beginner-project-example │ │ │ ├── process_data.py │ │ │ └── train_isic.py │ │ ├── tutorial3-neuralnetwork.py │ │ ├── tutorial4-convnet.py │ │ ├── tutorial5-regularization.py │ │ ├── tutorial6-rnn-gru-lstm.py │ │ ├── tutorial7-indepth-functional.py │ │ ├── tutorial8_keras_subclassing.py │ │ └── tutorial9-custom-layers.py │ ├── CNN_architectures │ │ ├── AlexNet │ │ │ ├── README.md │ │ │ ├── alexnet.py │ │ │ └── test.py │ │ ├── GoogLeNet │ │ │ ├── README.md │ │ │ ├── block.py │ │ │ ├── googlenet.py │ │ │ └── test.py │ │ ├── LeNet5 │ │ │ ├── README.md │ │ │ ├── lenet5.py │ │ │ └── test.py │ │ ├── ResNet │ │ │ ├── README.md │ │ │ ├── block.py │ │ │ ├── resnet.py │ │ │ └── test.py │ │ └── VGGNet │ │ │ ├── README.md │ │ │ ├── test.py │ │ │ └── vggnet.py │ └── more_advanced │ │ └── DCGAN │ │ ├── main.py │ │ └── train.py ├── algorithms │ ├── MCTS │ │ └── Monte Carlo Tree Search - TicTacToe.ipynb │ ├── decisiontree │ │ ├── decision_tree.py │ │ └── example_data │ │ │ ├── data.txt │ │ │ └── targets.txt │ ├── kmeans │ │ └── kmeansclustering.py │ ├── knn │ │ ├── __pycache__ │ │ │ └── utils.cpython-37.pyc │ │ ├── example_data │ │ │ ├── data.txt │ │ │ └── targets.txt │ │ └── knn.py │ ├── linearregression │ │ ├── __pycache__ │ │ │ ├── linear_regression_gradient_descent.cpython-37.pyc │ │ │ └── linear_regression_normal_equation.cpython-37.pyc │ │ ├── linear_regression_gradient_descent.py │ │ └── linear_regression_normal_equation.py │ ├── logisticregression │ │ ├── __pycache__ │ │ │ └── utils.cpython-37.pyc │ │ └── logistic_regression.py │ ├── naivebayes │ │ ├── example_data │ │ │ ├── data.txt │ │ │ └── targets.txt │ │ └── naivebayes.py │ ├── neuralnetwork │ │ ├── NN.py │ │ ├── __pycache__ │ │ │ └── utils.cpython-37.pyc │ │ └── utils.py │ ├── randomforest │ │ ├── example_data │ │ │ ├── data.txt │ │ │ ├── mock_data.csv │ │ │ └── targets.txt │ │ └── random_forest.py │ └── svm │ │ ├── __pycache__ │ │ ├── knn.cpython-37.pyc │ │ └── utils.cpython-37.pyc │ │ ├── svm.py │ │ └── utils.py ├── ml_metrics │ ├── data.txt │ └── metrics.py └── others │ └── logo │ ├── pytorch_logo.png │ ├── torch_and_tf.svg │ └── youtube_logo.png ├── ML_tests ├── LinearRegression_tests │ ├── LinearRegression_GD.py │ └── LinearRegression_normal.py └── Object_detection_tests │ ├── iou_test.py │ ├── map_test.py │ └── nms_test.py └── README.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aladdinpersson/Machine-Learning-Collection/HEAD/.gitignore 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