文件名称:handson-ml-master

  • 所属分类:
  • 人工智能/神经网络/遗传算法
  • 资源属性:
  • [Text]
  • 上传时间:
  • 2017-11-04
  • 文件大小:
  • 11.23mb
  • 下载次数:
  • 0次
  • 提 供 者:
  • Lov***
  • 相关连接:
  • 下载说明:
  • 别用迅雷下载,失败请重下,重下不扣分!

介绍说明--下载内容均来自于网络,请自行研究使用

这个项目的目的是教你机器学习的基本原理。它包含了Hands-on Machine Learning with Scikit-Learn and TensorFlow这本书的示例代码和解决方案。非常好的一本书!(This project aims at teaching you the fundamentals of Machine Learning in
python. It contains the example code and solutions to the exercises in Hands-on Machine Learning with Scikit-Learn and TensorFlow)
(系统自动生成,下载前可以参看下载内容)

下载文件列表

handson-ml-master

handson-ml-master\.gitignore

handson-ml-master\01_the_machine_learning_landscape.ipynb

handson-ml-master\02_end_to_end_machine_learning_project.ipynb

handson-ml-master\03_classification.ipynb

handson-ml-master\04_training_linear_models.ipynb

handson-ml-master\05_support_vector_machines.ipynb

handson-ml-master\06_decision_trees.ipynb

handson-ml-master\07_ensemble_learning_and_random_forests.ipynb

handson-ml-master\08_dimensionality_reduction.ipynb

handson-ml-master\09_up_and_running_with_tensorflow.ipynb

handson-ml-master\10_introduction_to_artificial_neural_networks.ipynb

handson-ml-master\11_deep_learning.ipynb

handson-ml-master\12_distributed_tensorflow.ipynb

handson-ml-master\13_convolutional_neural_networks.ipynb

handson-ml-master\14_recurrent_neural_networks.ipynb

handson-ml-master\15_autoencoders.ipynb

handson-ml-master\16_reinforcement_learning.ipynb

handson-ml-master\LICENSE

handson-ml-master\README.md

handson-ml-master\datasets

handson-ml-master\datasets\housing

handson-ml-master\datasets\housing\README.md

handson-ml-master\datasets\housing\housing.csv

handson-ml-master\datasets\housing\housing.tgz

handson-ml-master\datasets\inception

handson-ml-master\datasets\inception\imagenet_class_names.txt

handson-ml-master\datasets\lifesat

handson-ml-master\datasets\lifesat\README.md

handson-ml-master\datasets\lifesat\gdp_per_capita.csv

handson-ml-master\datasets\lifesat\oecd_bli_2015.csv

handson-ml-master\images

handson-ml-master\images\ann

handson-ml-master\images\ann\README

handson-ml-master\images\autoencoders

handson-ml-master\images\autoencoders\README

handson-ml-master\images\classification

handson-ml-master\images\classification\README

handson-ml-master\images\cnn

handson-ml-master\images\cnn\README

handson-ml-master\images\cnn\test_image.png

handson-ml-master\images\decision_trees

handson-ml-master\images\decision_trees\README

handson-ml-master\images\deep

handson-ml-master\images\deep\README

handson-ml-master\images\dim_reduction

handson-ml-master\images\dim_reduction\README

handson-ml-master\images\distributed

handson-ml-master\images\distributed\README

handson-ml-master\images\end_to_end_project

handson-ml-master\images\end_to_end_project\README

handson-ml-master\images\end_to_end_project\california.png

handson-ml-master\images\ensembles

handson-ml-master\images\ensembles\README

handson-ml-master\images\fundamentals

handson-ml-master\images\fundamentals\README

handson-ml-master\images\rl

handson-ml-master\images\rl\README

handson-ml-master\images\rnn

handson-ml-master\images\rnn\README

handson-ml-master\images\svm

handson-ml-master\images\svm\README

handson-ml-master\images\tensorflow

handson-ml-master\images\tensorflow\README

handson-ml-master\images\training_linear_models

handson-ml-master\images\training_linear_models\README

handson-ml-master\index.ipynb

handson-ml-master\math_linear_algebra.ipynb

handson-ml-master\requirements.txt

handson-ml-master\tools_matplotlib.ipynb

handson-ml-master\tools_numpy.ipynb

handson-ml-master\tools_pandas.ipynb

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