Deep Learning with Python pdf epub mobi txt 电子书 下载 2025
François Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does deep-learning research, with a focus on computer vision and the application of machine learning to formal reasoning. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others.
- 深度学习
- Python
- 机器学习
- 人工智能
- Keras
- DeepLearning
- 计算机
- 编程
Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.
具体描述
读后感
本书自出版以来收到众多好评，因为是 Keras 作者写的书，所以全书基本围绕着 Keras 讲深度学习的各种实现，从 CNN，RNN到GAN等等，总体偏入门，但也承载着很多作者对深度学习整体性的思考。值得一提的是作者推荐用GPU 跑书中的例子，这不是开玩笑， 用CPU 跑你会感到很绝望的～...
评分电子版8.4节，从300页开始出现了一个明显的错误，包括代码在内。 原文及代码中 decoder 使用 z = z_mean + exp(z_log_variance) * epsilon 生成 latent space 中的一个点，再依靠这些点的分布生成图像，这实际是对原图像分布的还原过程。 高斯分布可以使用 N~(μ, σ) 来描述，...
评分 评分本书自出版以来收到众多好评，因为是 Keras 作者写的书，所以全书基本围绕着 Keras 讲深度学习的各种实现，从 CNN，RNN到GAN等等，总体偏入门，但也承载着很多作者对深度学习整体性的思考。值得一提的是作者推荐用GPU 跑书中的例子，这不是开玩笑， 用CPU 跑你会感到很绝望的～...
用户评价
intro
评分Keras作者的书，有些很有意思的例子，讲得不深，更像是Keras的代码示例，挺实用的，看完基本可以上手写了，里面套来解决各种常见问题的代码模板几乎都有。
评分9分好在哪里？
评分适合上手！
评分应该改名deep learning in keras. 不过最后一段对于deep learning的看法和预想倒是很有前瞻性，值得阅读。
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