Files

datasets
docker
images
- ann
- autoencoders
- classification
- cnn
- decision_trees
- deep
- distributed
- end_to_end_project
- ensembles
- fundamentals
- nlp
- rl
- rnn
- svm
- tensorflow
- training_linear_models
- unsupervised_learning
work_in_progress
.gitignore
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_unsupervised_learning.ipynb
10_neural_nets_with_keras.ipynb
11_training_deep_neural_networks.ipynb
12_custom_models_and_training_with_tensorflow.ipynb
13_loading_and_preprocessing_data.ipynb
14_deep_computer_vision_with_cnns.ipynb
15_processing_sequences_using_rnns_and_cnns.ipynb
16_nlp_with_rnns_and_attention.ipynb
17_autoencoders_and_gans.ipynb
18_reinforcement_learning.ipynb
19_training_and_deploying_at_scale.ipynb
INSTALL.md
LICENSE
README.md
apt.txt
book_equations.pdf
changes_in_2nd_edition.md
environment-windows.yml
environment.yml
extra_autodiff.ipynb
extra_gradient_descent_comparison.ipynb
index.ipynb
math_differential_calculus.ipynb
math_linear_algebra.ipynb
requirements.txt
tools_matplotlib.ipynb
tools_numpy.ipynb
tools_pandas.ipynb

images

Add breakout.gif

May 28, 2019

c861cb0 · May 28, 2019

This branch is 290 commits behind ageron/handson-ml2:master.

Name		Name	Last commit message	Last commit date
parent directory ..
ann		ann	Add notebooks for chapters 5 to 14	Sep 27, 2016
autoencoders		autoencoders	Add notebooks for chapters 5 to 14	Sep 27, 2016
classification		classification	Add images directory	May 22, 2016
cnn		cnn	Add notebooks for chapters 5 to 14	Sep 27, 2016
decision_trees		decision_trees	Add notebooks for chapters 5 to 14	Sep 27, 2016
deep		deep	Add notebooks for chapters 5 to 14	Sep 27, 2016
distributed		distributed	Add notebooks for chapters 5 to 14	Sep 27, 2016
end_to_end_project		end_to_end_project	Upgrade chapter 2 to sklearn 0.18 and ensure python 2 and python 3 bo…	Nov 3, 2016
ensembles		ensembles	Add notebooks for chapters 5 to 14	Sep 27, 2016
fundamentals		fundamentals	Add images directory	May 22, 2016
nlp		nlp	Add the images/nlp directory	Apr 23, 2019
rl		rl	Add breakout.gif	May 28, 2019
rnn		rnn	Add notebooks for chapters 5 to 14	Sep 27, 2016
svm		svm	Add notebooks for chapters 5 to 14	Sep 27, 2016
tensorflow		tensorflow	Add notebooks for chapters 5 to 14	Sep 27, 2016
training_linear_models		training_linear_models	Add images directory	May 22, 2016
unsupervised_learning		unsupervised_learning	Fix ladybug.png so imageio can load it without chunk_eXIf issues	May 19, 2019