机器学习实战：基于Scikit-Learn和TensorFlow

代码说明：

说明：  使用Scikit-Learn和TensorFlow进行深度学习和机器学习的研究。(Scikit-learn and TensorFlow were used for the research of deep learning and machine learning.)

文件列表：

Scikit-Learn 与 TensorFlow 机器学习实用指南-中文版.pdf, 15270360 , 2019-03-23
handson-ml-master, 0 , 2019-03-23
handson-ml-master\.gitignore, 195 , 2019-03-15
handson-ml-master\01_the_machine_learning_landscape.ipynb, 281012 , 2019-03-15
handson-ml-master\02_end_to_end_machine_learning_project.ipynb, 1224009 , 2019-03-15
handson-ml-master\03_classification.ipynb, 444268 , 2019-03-15
handson-ml-master\04_training_linear_models.ipynb, 855175 , 2019-03-15
handson-ml-master\05_support_vector_machines.ipynb, 881726 , 2019-03-15
handson-ml-master\06_decision_trees.ipynb, 205044 , 2019-03-15
handson-ml-master\07_ensemble_learning_and_random_forests.ipynb, 557116 , 2019-03-15
handson-ml-master\08_dimensionality_reduction.ipynb, 5822996 , 2019-03-15
handson-ml-master\09_up_and_running_with_tensorflow.ipynb, 203686 , 2019-03-15
handson-ml-master\10_introduction_to_artificial_neural_networks.ipynb, 321124 , 2019-03-15
handson-ml-master\11_deep_learning.ipynb, 1955396 , 2019-03-15
handson-ml-master\12_distributed_tensorflow.ipynb, 24726 , 2019-03-15
handson-ml-master\13_convolutional_neural_networks.ipynb, 4855941 , 2019-03-15
handson-ml-master\14_recurrent_neural_networks.ipynb, 672551 , 2019-03-15
handson-ml-master\15_autoencoders.ipynb, 349978 , 2019-03-15
handson-ml-master\16_reinforcement_learning.ipynb, 1415260 , 2019-03-15
handson-ml-master\LICENSE, 10175 , 2019-03-15
handson-ml-master\README.md, 9287 , 2019-03-15
handson-ml-master\book_equations.ipynb, 48616 , 2019-03-15
handson-ml-master\datasets, 0 , 2019-03-23
handson-ml-master\datasets\housing, 0 , 2019-03-23
handson-ml-master\datasets\housing\README.md, 3680 , 2019-03-15
handson-ml-master\datasets\housing\housing.csv, 1423529 , 2019-03-15
handson-ml-master\datasets\housing\housing.tgz, 409488 , 2019-03-15
handson-ml-master\datasets\inception, 0 , 2019-03-23
handson-ml-master\datasets\inception\imagenet_class_names.txt, 31674 , 2019-03-15
handson-ml-master\datasets\lifesat, 0 , 2019-03-23
handson-ml-master\datasets\lifesat\README.md, 4311 , 2019-03-15
handson-ml-master\datasets\lifesat\gdp_per_capita.csv, 36323 , 2019-03-15
handson-ml-master\datasets\lifesat\oecd_bli_2015.csv, 405467 , 2019-03-15
handson-ml-master\docker, 0 , 2019-03-23
handson-ml-master\docker\.env, 32 , 2019-03-15
handson-ml-master\docker\Dockerfile, 3700 , 2019-03-15
handson-ml-master\docker\Makefile, 260 , 2019-03-15
handson-ml-master\docker\README.md, 3061 , 2019-03-15
handson-ml-master\docker\bashrc.bash, 89 , 2019-03-15
handson-ml-master\docker\bin, 0 , 2019-03-23
handson-ml-master\docker\bin\nbclean_checkpoints, 4986 , 2019-03-15
handson-ml-master\docker\bin\nbdiff_checkpoint, 583 , 2019-03-15
handson-ml-master\docker\bin\rm_empty_subdirs, 2136 , 2019-03-15
handson-ml-master\docker\bin\tensorboard, 44 , 2019-03-15
handson-ml-master\docker\docker-compose.yml, 507 , 2019-03-15
handson-ml-master\docker\jupyter_notebook_config.py, 691 , 2019-03-15
handson-ml-master\docker\nbdime-1-details.patch, 790 , 2019-03-15
handson-ml-master\docker\nbdime-2-toc.patch, 527 , 2019-03-15
handson-ml-master\extra_autodiff.ipynb, 32603 , 2019-03-15
handson-ml-master\extra_capsnets-cn.ipynb, 299054 , 2019-03-15
handson-ml-master\extra_capsnets.ipynb, 256501 , 2019-03-15
handson-ml-master\extra_gradient_descent_comparison.ipynb, 310298 , 2019-03-15
handson-ml-master\extra_tensorflow_reproducibility.ipynb, 56483 , 2019-03-15
handson-ml-master\future_encoders.py, 60135 , 2019-03-15
handson-ml-master\images, 0 , 2019-03-23
handson-ml-master\images\ann, 0 , 2019-03-23
handson-ml-master\images\ann\README, 34 , 2019-03-15
handson-ml-master\images\autoencoders, 0 , 2019-03-23
handson-ml-master\images\autoencoders\README, 34 , 2019-03-15
handson-ml-master\images\classification, 0 , 2019-03-23
handson-ml-master\images\classification\README, 34 , 2019-03-15
handson-ml-master\images\cnn, 0 , 2019-03-23
handson-ml-master\images\cnn\README, 34 , 2019-03-15
handson-ml-master\images\cnn\test_image.png, 181822 , 2019-03-15
handson-ml-master\images\decision_trees, 0 , 2019-03-23
handson-ml-master\images\decision_trees\README, 34 , 2019-03-15
handson-ml-master\images\deep, 0 , 2019-03-23
handson-ml-master\images\deep\README, 34 , 2019-03-15
handson-ml-master\images\distributed, 0 , 2019-03-23
handson-ml-master\images\distributed\README, 34 , 2019-03-15
handson-ml-master\images\end_to_end_project, 0 , 2019-03-23
handson-ml-master\images\end_to_end_project\README, 34 , 2019-03-15
handson-ml-master\images\end_to_end_project\california.png, 10034 , 2019-03-15
handson-ml-master\images\ensembles, 0 , 2019-03-23
handson-ml-master\images\ensembles\README, 34 , 2019-03-15
handson-ml-master\images\fundamentals, 0 , 2019-03-23
handson-ml-master\images\fundamentals\README, 34 , 2019-03-15
handson-ml-master\images\rl, 0 , 2019-03-23
handson-ml-master\images\rl\README, 34 , 2019-03-15
handson-ml-master\images\rnn, 0 , 2019-03-23
handson-ml-master\images\rnn\README, 34 , 2019-03-15
handson-ml-master\images\svm, 0 , 2019-03-23
handson-ml-master\images\svm\README, 34 , 2019-03-15
handson-ml-master\images\tensorflow, 0 , 2019-03-23
handson-ml-master\images\tensorflow\README, 34 , 2019-03-15
handson-ml-master\images\training_linear_models, 0 , 2019-03-23
handson-ml-master\images\training_linear_models\README, 34 , 2019-03-15
handson-ml-master\images\unsupervised_learning, 0 , 2019-03-23
handson-ml-master\images\unsupervised_learning\README, 34 , 2019-03-15
handson-ml-master\images\unsupervised_learning\ladybug.png, 574484 , 2019-03-15
handson-ml-master\index.ipynb, 4643 , 2019-03-15
handson-ml-master\math_linear_algebra.ipynb, 673488 , 2019-03-15
handson-ml-master\ml-project-checklist.md, 7689 , 2019-03-15
handson-ml-master\requirements.txt, 2267 , 2019-03-15
handson-ml-master\tensorflow_graph_in_jupyter.py, 2159 , 2019-03-15
handson-ml-master\tools_matplotlib.ipynb, 1141232 , 2019-03-15
handson-ml-master\tools_numpy.ipynb, 635088 , 2019-03-15
handson-ml-master\tools_pandas.ipynb, 452104 , 2019-03-15