├── .ipynb_checkpoints ├── bow-checkpoint.ipynb ├── cifar-checkpoint.ipynb ├── examples-checkpoint.ipynb ├── gan-checkpoint.ipynb ├── gradients_visualization-checkpoint.ipynb ├── loop-checkpoint.ipynb ├── movielens-checkpoint.ipynb ├── names-checkpoint.ipynb ├── neural_style_tutorial-checkpoint.ipynb ├── pipeline-checkpoint.ipynb ├── rnn-checkpoint.ipynb ├── ssd-checkpoint.ipynb ├── style_transfer-checkpoint.ipynb └── transfer-checkpoint.ipynb ├── README.md ├── adamw.ipynb ├── artists.txt ├── assets ├── linear_interp.png ├── loop.gif └── training_loop.png ├── azlyrics.py ├── bow.ipynb ├── cifar.ipynb ├── cifar.py ├── cnn.py ├── cnn_dataset.py ├── cnn_fastai.py ├── core ├── __init__.py ├── callbacks.py ├── iterators.py ├── loop.py ├── metrics.py ├── schedule.py ├── text.py └── utils.py ├── coreml_export ├── history.csv ├── main.py ├── misc.py ├── model.mlmodel ├── model.onnx ├── model.py ├── model_valid_loss_0.0604.weights ├── model_valid_loss_0.0987.weights └── model_valid_loss_1.2028.weights ├── demo.py ├── examples.ipynb ├── gan.ipynb ├── gan.py ├── gradients_visualization.ipynb ├── history.csv ├── ios.py ├── loop.ipynb ├── movielens.ipynb ├── names.ipynb ├── neural_style_tutorial.ipynb ├── pipeline.ipynb ├── progress_bar.py ├── rnn ├── .ipynb_checkpoints │ ├── lr-checkpoint.ipynb │ └── rnn-checkpoint.ipynb ├── history.csv ├── lr.ipynb ├── rnn.ipynb ├── rnn_classify.py ├── rnn_classify_fastai.py ├── rnn_custom.py ├── rnn_oop.py ├── rnn_plain.py └── rules.py ├── ssd.ipynb ├── ssd.py ├── ssd ├── augmentation.py ├── dataset.py ├── loss.py ├── main.py ├── models.py ├── plots.py └── utils.py ├── style_images ├── dancing.jpg └── picasso.jpg ├── style_transfer.ipynb ├── text_classification ├── .ipynb_checkpoints │ └── lyrics-checkpoint.ipynb ├── classify.py ├── dataset.py ├── itos.pickle ├── itos.pkl ├── lyrics.ipynb ├── main_imdb.py ├── main_lyrics.py ├── rules.py ├── script.py ├── tokenizer.py └── utils.py ├── textsplit.py ├── transfer.ipynb ├── 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