├── .gitignore ├── 1a_ml_fundamentals.ipynb ├── 1b_build_tensorflow.ipynb ├── 2a_deep_nets.ipynb ├── 2b_optimization.ipynb ├── 3a_conv_nets.ipynb ├── 3b_generative_models.ipynb ├── 4a_recurrent_nets.ipynb ├── 4b_reinforcement_learning.ipynb ├── LICENSE ├── ML_Examples.ipynb ├── Python_Intro.ipynb ├── README.md └── images └── rl_diagram1.png /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints/ 2 | .DSStore 3 | report.txt -------------------------------------------------------------------------------- /1a_ml_fundamentals.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/1a_ml_fundamentals.ipynb -------------------------------------------------------------------------------- /1b_build_tensorflow.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/1b_build_tensorflow.ipynb -------------------------------------------------------------------------------- /2a_deep_nets.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/2a_deep_nets.ipynb -------------------------------------------------------------------------------- /2b_optimization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/2b_optimization.ipynb -------------------------------------------------------------------------------- /3a_conv_nets.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/3a_conv_nets.ipynb -------------------------------------------------------------------------------- /3b_generative_models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/3b_generative_models.ipynb -------------------------------------------------------------------------------- /4a_recurrent_nets.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/4a_recurrent_nets.ipynb -------------------------------------------------------------------------------- /4b_reinforcement_learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/4b_reinforcement_learning.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/LICENSE -------------------------------------------------------------------------------- /ML_Examples.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/ML_Examples.ipynb -------------------------------------------------------------------------------- /Python_Intro.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/Python_Intro.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/README.md -------------------------------------------------------------------------------- /images/rl_diagram1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-learning-indaba/indaba-pracs-2019/HEAD/images/rl_diagram1.png --------------------------------------------------------------------------------