Deep Learning with Python 在线电子书 图书标签: 深度学习 Python 机器学习 人工智能 Keras DeepLearning 计算机 编程
发表于2025-02-18
Deep Learning with Python 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025
只看了part2,虽然理论讲的不多,但绝不仅仅是keras in action,作者还列了很多基于自己经验觉得能work的trick,最后一章讲自己对deep learning未来的看法,跟软件工程结合起来也很有意思
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。
评分A fantastic book I read these days, not just because the content quality, but also the vision author would like to take us to, the last sentence is remarkable: 1. Staying up to date in a fast-moving field 2. Practice on real-world problems using Kaggle 3. Read about the latest developments on arXiv 4. Explore the Keras ecosystem
评分1-4, 平庸,适合复习,不适合初学;5,transfer learning, visualization讲的很好,惜无semantic segmentation等高级话题;7,keras技巧,对于组建DAG型网有用,我的感受是这些技巧对阅读学术论文也有帮助
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。
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.
这本书从6月11号那天老板递到我手里,到今天刚好六周,在这期间我逐字逐句地啃了这本书,并在每周的周二和周五下午给组里的其他人讲这本书,每次讲3个小时。直到五分钟前刚刚讲完最后一章,写了175页的PPT。 感想从何谈起呢?先说Keras吧,这本书的作者是Keras的作者,所以本书...
评分 评分目前最通俗易懂的深度学习入门书,由Keras之父执笔。大神不但技术了得,文笔也不一般,真的就是为了让尽可能多的人能够使用深度学习而写的这本书,涵盖了深度学习的基础知识、Keras使用模式以及深度学习最佳实践。 学习本书需要具备基础的Python知识,但不需要深度学习或者机器...
评分对于新手小白我来说是很好的入门介绍,从模型到应用都能略窥一二,顺带这个风格迁移真的很好玩儿,把我身处的城市画成梵高的世界,希望以后能从模仿到创新实现突破吧。 在看这本书期间我正好在做学校的大作业,有很多实用的评价模型,调参的部分都用在了大作业中,学以致用,越...
Deep Learning with Python 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025