├── .gitattributes ├── .gitignore ├── 1a_conv_nets.ipynb ├── 1b_optimization.ipynb ├── 2a_recurrent_nets.ipynb ├── 2b_nlp_transformer.ipynb ├── 2b_nlp_transformer_extra.ipynb ├── 3a_reinforcement_learning.ipynb ├── 3b_generative_models.ipynb ├── LICENSE ├── README.md ├── background ├── deep_nets.ipynb ├── ml_examples.ipynb ├── ml_fundamentals.ipynb └── python_intro.ipynb ├── images ├── rl_diagram1.png ├── transformer-ModalNet-19.png ├── transformer-ModalNet-20.png ├── transformer-ModalNet-21.png └── transformer-results-table.png └── requirements.txt /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/khipu-ai/practicals-2019/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints/ 2 | .DSStore 3 | report.txt 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