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ageron's
repositories
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datasets
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docker
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images
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01_the_machine_learning_landscape.ipynb
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02_end_to_end_machine_learning_project.ipynb
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03_classification.ipynb
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04_training_linear_models.ipynb
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05_support_vector_machines.ipynb
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06_decision_trees.ipynb
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07_ensemble_learning_and_random_forests.ipynb
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08_dimensionality_reduction.ipynb
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09_up_and_running_with_tensorflow.ipynb
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10_introduction_to_artificial_neural_networks.ipynb
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11_deep_learning.ipynb
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12_distributed_tensorflow.ipynb
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13_convolutional_neural_networks.ipynb
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14_recurrent_neural_networks.ipynb
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15_autoencoders.ipynb
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16_reinforcement_learning.ipynb
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book_equations.ipynb
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extra_autodiff.ipynb
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extra_capsnets-cn.ipynb
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extra_capsnets.ipynb
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extra_gradient_descent_comparison.ipynb
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extra_tensorflow_reproducibility.ipynb
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index.ipynb
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math_differential_calculus.ipynb
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math_linear_algebra.ipynb
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tools_matplotlib.ipynb
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tools_numpy.ipynb
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tools_pandas.ipynb
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.gitignore
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INSTALL.md
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LICENSE
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README.md
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apt.txt
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environment.yml
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future_encoders.py
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ml-project-checklist.md
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requirements.txt
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