Python 深度学习

Hacker News 上怎么说

• StClaire · 2020 年

  …和 NLP。去动手玩玩权重正则化（weight regularization）、batch norm 和 group norm，试试不同的学习率等等。如果你真想深入底层，也去学学 CUDA 编程。我个人非常喜欢 Chollet 写的《Deep Learning with Python》。学完那些之后，就看你自己想专攻什么了。时间序列、图模型、强化学习——整个领域早就远远超出了简单的图像分类。祝好运！

  …and NLP. Play with weight regularization, batch norm and group norm, different learning rates, etc. If you really want to get deep into things, learn some CUDA programming too. I really like Chollet’s Deep Learning with Python. After that, do what you want to do. Time series, graphical models, reinforcement learning— the field’s exploded beyond simple image classification. Good luck!

• a_bonobo · 2017 年

  Keras 作者 François Chollet 写的《Deep Learning with Python》将于 12 月 20 日全书定稿并正式出版：https://www.manning.com/books/deep-learning-with-python 目前放出来的章节质量极高，展望章节被广泛……

  Francois Cholet (author of Keras)'s Deep Learning with Python will be complete and fully published on the 20th of December: https://www.manning.com/books/deep-learning-with-python The chapters released so far are very good, the outlook chapters were extensively…

• credit_guy · 2019 年

  > 我到底该选 PyTorch 还是 Keras？我知道这有点偏题，但选 Keras 绝对不会踩坑。Keras 之父 François Chollet 写的《Deep Learning with Python》完全是 Kernighan 那个水准的神作。这种级别的书一二十年才出一本。不过如果你决定选它，千万别照搬它里面关于……

  > What should I choose, pytorch or keras? I know this is off-topic, but you can't go wrong with Keras. "Deep Learning with Python" by Francois Chollet (the creator of Keras) is a Kernighan-level book. A book like this comes around once a decade (or two). If you decide to go for it though, make sure you don't follow its instructions…

• yboris · 2019 年

  我非常喜欢 François Chollet（Keras 之父）写的《Deep Learning with Python》https://www.manning.com/books/deep-learning-with-python。整本书非常优秀、逻辑连贯，还附带训练各种神经网络的可用代码。

  I loved Deep Learning with Python by François Chollet -- the creator of Keras https://www.manning.com/books/deep-learning-with-python An excellent, coherent overview with working code to train a variety of neural networks.

• auraham · 2020 年

  我手头有《Deep Learning with Python》（Chollet，第一版）和《Hands-On Machine Learning》（Géron，第一版）。两本书都强烈推荐。《Introduction to Statistical Learning》网上也有免费的在线版：http://faculty.marshall.usc.edu/gareth-james/ISL/…

  I have Deep Learning with Python (Chollet, first edition) and Hands-On Machine Learning (Géron, first edition). Both books are highly recommended. Introduction to Statistical Learning is also available for free online: http://faculty.marshall.usc.edu/gareth-james/ISL/…

• Dimitris · 2018 年

  我强烈建议读一遍 François Chollet 写的《Deep Learning with Python》[1]。书里的技术概念讲得透彻极了，而且既然你已经读完了《Modern AI》，理解它们完全不是问题。这是一本实操性极强的书，等你读完……

  I would highly recommend going through François chollet's Deep Learning with Python[1] book. The technical concepts are explained very well and since you have gone through the Modern AI book you won't have an issue understanding them. It's a very hands-on book and by the time you finish…

正在加载完整评论……