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.
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.
發表於2025-03-04
Deep Learning with Python 2025 pdf epub mobi 電子書 下載
本書自齣版以來收到眾多好評,因為是 Keras 作者寫的書,所以全書基本圍繞著 Keras 講深度學習的各種實現,從 CNN,RNN到GAN等等,總體偏入門,但也承載著很多作者對深度學習整體性的思考。值得一提的是作者推薦用GPU 跑書中的例子,這不是開玩笑, 用CPU 跑你會感到很絕望的~...
評分 評分對於新手小白我來說是很好的入門介紹,從模型到應用都能略窺一二,順帶這個風格遷移真的很好玩兒,把我身處的城市畫成梵高的世界,希望以後能從模仿到創新實現突破吧。 在看這本書期間我正好在做學校的大作業,有很多實用的評價模型,調參的部分都用在瞭大作業中,學以緻用,越...
評分對於新手小白我來說是很好的入門介紹,從模型到應用都能略窺一二,順帶這個風格遷移真的很好玩兒,把我身處的城市畫成梵高的世界,希望以後能從模仿到創新實現突破吧。 在看這本書期間我正好在做學校的大作業,有很多實用的評價模型,調參的部分都用在瞭大作業中,學以緻用,越...
評分圖書標籤: 深度學習 Python 機器學習 人工智能 Keras DeepLearning 計算機 編程
Keras作者的書,有些很有意思的例子,講得不深,更像是Keras的代碼示例,挺實用的,看完基本可以上手寫瞭,裏麵套來解決各種常見問題的代碼模闆幾乎都有。
評分1-4, 平庸,適閤復習,不適閤初學;5,transfer learning, visualization講的很好,惜無semantic segmentation等高級話題;7,keras技巧,對於組建DAG型網有用,我的感受是這些技巧對閱讀學術論文也有幫助
評分適閤上手!
評分keras 的接口好像還挺穩定的。
評分keras之父的書,簡潔易懂
Deep Learning with Python 2025 pdf epub mobi 電子書 下載