handson-ml /

01_the_machine_learning_landscape.ipynb

02_end_to_end_machine_learning_project.ipynb

03_classification.ipynb

04_training_linear_models.ipynb

05_support_vector_machines.ipynb

06_decision_trees.ipynb

07_ensemble_learning_and_random_forests.ipynb

08_dimensionality_reduction.ipynb

09_up_and_running_with_tensorflow.ipynb

10_introduction_to_artificial_neural_networks.ipynb

11_deep_learning.ipynb

12_distributed_tensorflow.ipynb

13_convolutional_neural_networks.ipynb

14_recurrent_neural_networks.ipynb

15_autoencoders.ipynb

16_reinforcement_learning.ipynb

book_equations.ipynb

docker/.env

docker/bashrc.bash

docker/bin/nbclean_checkpoints

docker/bin/nbdiff_checkpoint

docker/bin/rm_empty_subdirs

docker/bin/tensorboard

docker/docker-compose.yml

docker/Dockerfile

docker/jupyter_notebook_config.py

docker/Makefile

docker/nbdime-1-details.patch

docker/nbdime-2-toc.patch

docker/README.md

extra_autodiff.ipynb

extra_capsnets-cn.ipynb

extra_capsnets.ipynb

extra_tensorflow_reproducibility.ipynb

future_encoders.py

images/ann/README

images/autoencoders/README

images/classification/README

images/cnn/README

images/cnn/test_image.png

images/decision_trees/README

images/deep/README

images/distributed/README

images/end_to_end_project/california.png

images/end_to_end_project/README

images/ensembles/README

images/fundamentals/README

images/rl/README

images/rnn/README

images/svm/README

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