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ageron / handson-ml UNCLAIMED

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

25807 0 1 Jupyter Notebook
4 branches
deep-learning deprecated distributed jupyter-notebook machine-learning ml neural-network python scikit-learn tensorflow
Aurélien Geron Indicate that the first edition was released in 2017
a57ad31 · · 511 Commits
datasets
docker
images
.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_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
apt.txt
book_equations.ipynb
environment.yml
extra_autodiff.ipynb
extra_capsnets-cn.ipynb
extra_capsnets.ipynb
extra_gradient_descent_comparison.ipynb
extra_tensorflow_reproducibility.ipynb
future_encoders.py
index.ipynb
INSTALL.md
LICENSE
math_differential_calculus.ipynb
math_linear_algebra.ipynb
ml-project-checklist.md
README.md
requirements.txt
tools_matplotlib.ipynb
tools_numpy.ipynb
tools_pandas.ipynb