Hands-On Machine Learning with Scikit-Learn & TensorFlow 中文版+英文版电子书+源码+数据.rar
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所属分类:人工智能 > 机器学习
文件大小:69.28 MB
上传日期:2019-11-01 21:17
MD5:3934348996************fa45c0b3ae
资源说明:Hands-On Machine Learning with Scikit-Learn & TensorFlow 中文版+英文版电子书+源码+数据,该压缩包资源内含有Hands-On Machine Learning with Scikit-Learn & TensorFlow 的中文版电子书、英文版电子书、实现源码、数据等,是机器学习结合Scikit-Learn库TensorFlow框架的很好的学习资料。常好的一本学习机器学习的实战书本,人称“四大名著”,确实很好。附带源码。
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[资源合计] 文件夹:24,文件:74

# 文件名称 大小 最后修改时间
1 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\.gitignore 195 Bytes 2018/9/17 17:51:05
2 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\01_the_machine_learning_landscape.ipynb 278.08 KB 2018/9/17 17:51:05
3 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\02_end_to_end_machine_learning_project.ipynb 1.29 MB 2018/9/17 17:51:05
4 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\03_classification.ipynb 437.02 KB 2018/9/17 17:51:05
5 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\04_training_linear_models.ipynb 831.43 KB 2018/9/17 17:51:05
6 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\05_support_vector_machines.ipynb 892.93 KB 2018/9/17 17:51:05
7 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\06_decision_trees.ipynb 199.43 KB 2018/9/17 17:51:05
8 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\07_ensemble_learning_and_random_forests.ipynb 540.34 KB 2018/9/17 17:51:05
9 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\08_dimensionality_reduction.ipynb 5.49 MB 2018/9/17 17:51:05
10 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\09_up_and_running_with_tensorflow.ipynb 198.91 KB 2018/9/17 17:51:05
11 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\10_introduction_to_artificial_neural_networks.ipynb 313.03 KB 2018/9/17 17:51:05
12 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\11_deep_learning.ipynb 1.86 MB 2018/9/17 17:51:05
13 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\12_distributed_tensorflow.ipynb 24.15 KB 2018/9/17 17:51:05
14 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\13_convolutional_neural_networks.ipynb 4.75 MB 2018/9/17 17:51:05
15 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\14_recurrent_neural_networks.ipynb 658.92 KB 2018/9/17 17:51:05
16 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\15_autoencoders.ipynb 341.78 KB 2018/9/17 17:51:05
17 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\16_reinforcement_learning.ipynb 1.35 MB 2018/9/17 17:51:05
18 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\book_equations.ipynb 47.48 KB 2018/9/17 17:51:05
19 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\datasets\housing\housing.csv 1.36 MB 2018/9/17 17:51:05
20 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\datasets\housing\housing.tgz 399.89 KB 2018/9/17 17:51:05
21 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\datasets\housing\README.md 3.59 KB 2018/9/17 17:51:05
22 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\datasets\inception\imagenet_class_names.txt 30.93 KB 2018/9/17 17:51:05
23 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\datasets\lifesat\gdp_per_capita.csv 35.47 KB 2018/9/17 17:51:05
24 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\datasets\lifesat\oecd_bli_2015.csv 395.96 KB 2018/9/17 17:51:05
25 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\datasets\lifesat\README.md 4.21 KB 2018/9/17 17:51:05
26 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\.env 32 Bytes 2018/9/17 17:51:05
27 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\bashrc.bash 89 Bytes 2018/9/17 17:51:05
28 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\bin\nbclean_checkpoints 4.87 KB 2018/9/17 17:51:05
29 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\bin\nbdiff_checkpoint 583 Bytes 2018/9/17 17:51:05
30 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\bin\rm_empty_subdirs 2.09 KB 2018/9/17 17:51:05
31 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\bin\tensorboard 44 Bytes 2018/9/17 17:51:05
32 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\docker-compose.yml 469 Bytes 2018/9/17 17:51:05
33 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\Dockerfile 3.61 KB 2018/9/17 17:51:05
34 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\jupyter_notebook_config.py 691 Bytes 2018/9/17 17:51:05
35 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\Makefile 260 Bytes 2018/9/17 17:51:05
36 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\nbdime-1-details.patch 790 Bytes 2018/9/17 17:51:05
37 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\nbdime-2-toc.patch 527 Bytes 2018/9/17 17:51:05
38 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\README.md 2.99 KB 2018/9/17 17:51:05
39 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\extra_autodiff.ipynb 31.84 KB 2018/9/17 17:51:05
40 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\extra_capsnets-cn.ipynb 292.04 KB 2018/9/17 17:51:05
41 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\extra_capsnets.ipynb 250.49 KB 2018/9/17 17:51:05
42 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\extra_gradient_descent_comparison.ipynb 303.03 KB 2018/9/17 17:51:05
43 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\extra_tensorflow_reproducibility.ipynb 55.16 KB 2018/9/17 17:51:05
44 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\future_encoders.py 58.73 KB 2018/9/17 17:51:05
45 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\ann\README 34 Bytes 2018/9/17 17:51:05
46 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\autoencoders\README 34 Bytes 2018/9/17 17:51:05
47 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\classification\README 34 Bytes 2018/9/17 17:51:05
48 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\cnn\README 34 Bytes 2018/9/17 17:51:05
49 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\cnn\test_image.png 177.56 KB 2018/9/17 17:51:05
50 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\decision_trees\README 34 Bytes 2018/9/17 17:51:05
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52 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\distributed\README 34 Bytes 2018/9/17 17:51:05
53 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\end_to_end_project\california.png 9.8 KB 2018/9/17 17:51:05
54 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\end_to_end_project\README 34 Bytes 2018/9/17 17:51:05
55 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\ensembles\README 34 Bytes 2018/9/17 17:51:05
56 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\fundamentals\README 34 Bytes 2018/9/17 17:51:05
57 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\rl\README 34 Bytes 2018/9/17 17:51:05
58 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\rnn\README 34 Bytes 2018/9/17 17:51:05
59 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\svm\README 34 Bytes 2018/9/17 17:51:05
60 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\tensorflow\README 34 Bytes 2018/9/17 17:51:05
61 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\training_linear_models\README 34 Bytes 2018/9/17 17:51:05
62 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\unsupervised_learning\ladybug.png 561.02 KB 2018/9/17 17:51:05
63 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\unsupervised_learning\README 34 Bytes 2018/9/17 17:51:05
64 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\index.ipynb 4.53 KB 2018/9/17 17:51:05
65 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\LICENSE 9.94 KB 2018/9/17 17:51:05
66 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\math_linear_algebra.ipynb 657.7 KB 2018/9/17 17:51:05
67 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\README.md 8.96 KB 2018/9/17 17:51:05
68 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\requirements.txt 2.48 KB 2018/9/17 17:51:05
69 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\tensorflow_graph_in_jupyter.py 2.11 KB 2018/9/17 17:51:05
70 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\tools_matplotlib.ipynb 1.09 MB 2018/9/17 17:51:05
71 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\tools_numpy.ipynb 620.2 KB 2018/9/17 17:51:05
72 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\tools_pandas.ipynb 441.51 KB 2018/9/17 17:51:05
73 Hands-On Machine Learning with Scikit-Learn & TensorFlow.pdf 45.89 MB 2018/11/8 13:29:21
74 Hands-On Machine Learning with Scikit-Learn & TensorFlow中文版.pdf 14.41 MB 2018/11/8 13:29:28
75 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\datasets\housing 0 Bytes 2018/11/28 1:28:56
76 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\datasets\inception 0 Bytes 2018/11/28 1:28:56
77 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\datasets\lifesat 0 Bytes 2018/11/28 1:28:56
78 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker\bin 0 Bytes 2018/11/28 1:28:56
79 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\ann 0 Bytes 2018/11/28 1:28:56
80 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\autoencoders 0 Bytes 2018/11/28 1:28:56
81 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\classification 0 Bytes 2018/11/28 1:28:56
82 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\cnn 0 Bytes 2018/11/28 1:28:56
83 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\decision_trees 0 Bytes 2018/11/28 1:28:56
84 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\deep 0 Bytes 2018/11/28 1:28:56
85 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\distributed 0 Bytes 2018/11/28 1:28:56
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87 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\ensembles 0 Bytes 2018/11/28 1:28:56
88 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\fundamentals 0 Bytes 2018/11/28 1:28:56
89 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\images\rl 0 Bytes 2018/11/28 1:28:56
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95 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\datasets 0 Bytes 2018/11/28 1:28:56
96 Hands-On Machine Learning with Scikit-Learn & TensorFlow-master-源码+数据\docker 0 Bytes 2018/11/28 1:28:56
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