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0liu's
repositories
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.github
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.ob-jupyter
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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_unsupervised_learning.ipynb
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10_neural_nets_with_keras.ipynb
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11_training_deep_neural_networks.ipynb
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12_custom_models_and_training_with_tensorflow.ipynb
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13_loading_and_preprocessing_data.ipynb
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14_deep_computer_vision_with_cnns.ipynb
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15_processing_sequences_using_rnns_and_cnns.ipynb
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16_nlp_with_rnns_and_attention.ipynb
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17_autoencoders_and_gans.ipynb
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18_reinforcement_learning.ipynb
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19_training_and_deploying_at_scale.ipynb
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extra_autodiff.ipynb
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extra_gradient_descent_comparison.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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play_chap2.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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book_equations.pdf
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changes_in_2nd_edition.md
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environment.yml
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ml-project-checklist.md
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play_chap02.org
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play_chap03.org
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play_chap04.org
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play_chap05.org
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play_chap06.org
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play_chap07.org
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play_chap08.org
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play_chap09.org
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play_chap10.org
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play_chap11.org
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play_chap12.org
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play_chap13.org
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play_chap14.org
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play_chap15.org
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play_chap16.org
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play_chap17.org
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play_chap18.org
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requirements.txt
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