Hands-On Machine Learning with Scikit-Learn and TensorFlow代码及数据集

[{"title":"（ 75 个子文件 18.29MB ） Hands-On Machine Learning with Scikit-Learn and TensorFlow代码及数据集","children":[{"title":"handson-ml-master","children":[{"title":"15_autoencoders.ipynb <span style='color:#111;'> 341.78KB </span>","children":null,"spread":false},{"title":"08_dimensionality_reduction.ipynb <span style='color:#111;'> 3.52MB </span>","children":null,"spread":false},{"title":"images","children":[{"title":"classification","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":true},{"title":"distributed","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":true},{"title":"ann","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":true},{"title":"end_to_end_project","children":[{"title":"better_visualization_plot.png <span style='color:#111;'> 436.69KB </span>","children":null,"spread":false},{"title":"bad_visualization_plot.png <span style='color:#111;'> 134.66KB </span>","children":null,"spread":false},{"title":"housing_prices_scatterplot.png <span style='color:#111;'> 1.09MB </span>","children":null,"spread":false},{"title":"attribute_histogram_plots.png <span style='color:#111;'> 434.10KB </span>","children":null,"spread":false},{"title":"california.png <span style='color:#111;'> 9.80KB </span>","children":null,"spread":false},{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false},{"title":"california_housing_prices_plot.png <span style='color:#111;'> 1.20MB </span>","children":null,"spread":false}],"spread":true},{"title":"tensorflow","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":true},{"title":"autoencoders","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":true},{"title":"dim_reduction","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":true},{"title":"cnn","children":[{"title":"test_image.png <span style='color:#111;'> 177.56KB </span>","children":null,"spread":false},{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":true},{"title":"deep","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":true},{"title":"ensembles","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":true},{"title":"training_linear_models","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":false},{"title":"fundamentals","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":false},{"title":"svm","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":false},{"title":"rl","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":false},{"title":"decision_trees","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":false},{"title":"rnn","children":[{"title":"README <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":false}],"spread":false},{"title":"16_reinforcement_learning.ipynb <span style='color:#111;'> 1.25MB </span>","children":null,"spread":false},{"title":"book_equations.ipynb <span style='color:#111;'> 47.90KB </span>","children":null,"spread":false},{"title":"11_deep_learning.ipynb <span style='color:#111;'> 496.46KB </span>","children":null,"spread":false},{"title":"07_ensemble_learning_and_random_forests.ipynb <span style='color:#111;'> 526.88KB </span>","children":null,"spread":false},{"title":"math_linear_algebra.ipynb <span style='color:#111;'> 657.70KB </span>","children":null,"spread":false},{"title":"14_recurrent_neural_networks.ipynb <span style='color:#111;'> 668.50KB </span>","children":null,"spread":false},{"title":"13_convolutional_neural_networks.ipynb <span style='color:#111;'> 4.75MB </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 9.94KB </span>","children":null,"spread":false},{"title":"tools_numpy.ipynb <span style='color:#111;'> 620.20KB </span>","children":null,"spread":false},{"title":"03_classification.ipynb <span style='color:#111;'> 443.50KB </span>","children":null,"spread":false},{"title":"09_up_and_running_with_tensorflow.ipynb <span style='color:#111;'> 230.43KB </span>","children":null,"spread":false},{"title":"12_distributed_tensorflow.ipynb <span style='color:#111;'> 16.73KB </span>","children":null,"spread":false},{"title":"docker","children":[{"title":"bin","children":[{"title":"rm_empty_subdirs <span style='color:#111;'> 2.09KB </span>","children":null,"spread":false},{"title":"nbclean_checkpoints <span style='color:#111;'> 4.87KB </span>","children":null,"spread":false},{"title":"tensorboard <span style='color:#111;'> 44B </span>","children":null,"spread":false},{"title":"nbdiff_checkpoint <span style='color:#111;'> 583B </span>","children":null,"spread":false}],"spread":false},{"title":"bashrc.bash <span style='color:#111;'> 89B </span>","children":null,"spread":false},{"title":"Dockerfile <span style='color:#111;'> 3.61KB </span>","children":null,"spread":false},{"title":".env <span style='color:#111;'> 32B </span>","children":null,"spread":false},{"title":"nbdime-2-toc.patch <span style='color:#111;'> 527B </span>","children":null,"spread":false},{"title":"docker-compose.yml <span style='color:#111;'> 469B </span>","children":null,"spread":false},{"title":"Makefile <span style='color:#111;'> 260B </span>","children":null,"spread":false},{"title":"jupyter_notebook_config.py <span style='color:#111;'> 691B </span>","children":null,"spread":false},{"title":"nbdime-1-details.patch <span style='color:#111;'> 790B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 2.99KB </span>","children":null,"spread":false}],"spread":false},{"title":"requirements.txt <span style='color:#111;'> 1.35KB </span>","children":null,"spread":false},{"title":"index.ipynb <span style='color:#111;'> 4.43KB </span>","children":null,"spread":false},{"title":"10_introduction_to_artificial_neural_networks.ipynb <span style='color:#111;'> 321.28KB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 143B </span>","children":null,"spread":false},{"title":"tools_matplotlib.ipynb <span style='color:#111;'> 1.09MB </span>","children":null,"spread":false},{"title":"05_support_vector_machines.ipynb <span style='color:#111;'> 912.49KB </span>","children":null,"spread":false},{"title":"06_decision_trees.ipynb <span style='color:#111;'> 208.39KB </span>","children":null,"spread":false},{"title":"extra_capsnets.ipynb <span style='color:#111;'> 250.49KB </span>","children":null,"spread":false},{"title":"04_training_linear_models.ipynb <span style='color:#111;'> 832.04KB </span>","children":null,"spread":false},{"title":".ipynb_checkpoints","children":[{"title":"03_classification-checkpoint.ipynb <span style='color:#111;'> 443.50KB </span>","children":null,"spread":false},{"title":"01_the_machine_learning_landscape-checkpoint.ipynb <span style='color:#111;'> 279.11KB </span>","children":null,"spread":false},{"title":"05_support_vector_machines-checkpoint.ipynb <span style='color:#111;'> 912.49KB </span>","children":null,"spread":false},{"title":"02_end_to_end_machine_learning_project-checkpoint.ipynb <span style='color:#111;'> 1.30MB </span>","children":null,"spread":false},{"title":"04_training_linear_models-checkpoint.ipynb <span style='color:#111;'> 832.04KB </span>","children":null,"spread":false}],"spread":false},{"title":"README.md <span style='color:#111;'> 8.45KB </span>","children":null,"spread":false},{"title":"02_end_to_end_machine_learning_project.ipynb <span style='color:#111;'> 1.29MB </span>","children":null,"spread":false},{"title":"tools_pandas.ipynb <span style='color:#111;'> 441.51KB </span>","children":null,"spread":false},{"title":"01_the_machine_learning_landscape.ipynb <span style='color:#111;'> 279.04KB </span>","children":null,"spread":false},{"title":"datasets","children":[{"title":"housing","children":[{"title":"housing.csv <span style='color:#111;'> 1.36MB </span>","children":null,"spread":false},{"title":"housing.tgz <span style='color:#111;'> 399.89KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 3.59KB </span>","children":null,"spread":false}],"spread":false},{"title":"inception","children":[{"title":"imagenet_class_names.txt <span style='color:#111;'> 30.93KB </span>","children":null,"spread":false}],"spread":false},{"title":"lifesat","children":[{"title":"oecd_bli_2015.csv <span style='color:#111;'> 395.96KB </span>","children":null,"spread":false},{"title":"gdp_per_capita.csv <span style='color:#111;'> 35.47KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 4.21KB </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":true}]