deep-learning-with-python-cn

"Deep Learning with Python" by François Chollet. 中文笔记 in Jupyter notebooks.

本仓库是François Chollet为深度学习工程师写就的著作《Deep Learning with Python》的中文笔记。

请到Manning购买本书。

请到这个Github仓库看作者提供书中代码的Jupyter notebooks。

注

此书成书之时，tensorflow还是V1版本，当时Keras还未内置在tensorflow中称为一个模块。因此本笔记很多代码都做出了相应修改，特别是每个import都增加了tensorflow作为root module。

还有就是，对于tensorflow V1与V2的变化，本人暂时没有找到方法处理，希望能够在原作者的notebooks仓库中找到解决方法。如果计算机前面的你有方法或建议，请不吝赐教。感谢！

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
imgs		imgs
.gitignore		.gitignore
Chapter1_What_is_deep_learning.ipynb		Chapter1_What_is_deep_learning.ipynb
Chapter2_Mathematical_blocks_of_neural_networks.ipynb		Chapter2_Mathematical_blocks_of_neural_networks.ipynb
Chapter3_Getting_started_with_neural_networks.ipynb		Chapter3_Getting_started_with_neural_networks.ipynb
Chapter4_Fundamentals_of_machine_learning.ipynb		Chapter4_Fundamentals_of_machine_learning.ipynb
Chapter5_Deep_learning_for_computer_vision.ipynb		Chapter5_Deep_learning_for_computer_vision.ipynb
Chapter6_Deep_learning_for_text_and_sequences.ipynb		Chapter6_Deep_learning_for_text_and_sequences.ipynb
Chapter7_Advanced_deep_learning_best_pratices.ipynb		Chapter7_Advanced_deep_learning_best_pratices.ipynb
Chapter8_Generative_deep_learning.ipynb		Chapter8_Generative_deep_learning.ipynb
Chapter9_Conclusions.ipynb		Chapter9_Conclusions.ipynb
LICENSE		LICENSE
README.md		README.md