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说明： 本书由Keras之父、现任Google人工智能研究员的弗朗索瓦?肖莱（Franc?ois Chollet）执笔，详尽介绍了用Python和Keras进行深度学习的探索实践，包括计算机视觉、自然语言处理、产生式模型等应用。书中包含30多个代码示例，步骤讲解详细透彻。由于本书立足于人工智能的可达性和大众化，读者无须具备机器学习相关背景知识即可展开阅读。在学习完本书后，读者将具备搭建自己的深度学习环境、建立图像识别模型、生成图像和文字等能力。
(This book is written by Franc_ois Chollet, the father of Keras and a current researcher on artificial intelligence at Google. It introduces in detail the exploratory practice of using Python and Keras for in-depth learning, including computer vision, natural language processing, production models and other applications. The book contains more than 30 code examples, the steps to explain in detail. Because the book is based on the accessibility and popularity of artificial intelligence, readers need not have the background knowledge of machine learning to start reading. After learning this book, readers will have the ability to build their own in-depth learning environment, establish image recognition model, generate images and text.)
Python深度学习.pdf, 19984989 , 2018-09-13
Python深度学习代码, 0 , 2017-11-19
Python深度学习代码\2.1-a-first-look-at-a-neural-network.ipynb, 13940 , 2017-11-19
Python深度学习代码\3.5-classifying-movie-reviews.ipynb, 69517 , 2017-11-19
Python深度学习代码\3.6-classifying-newswires.ipynb, 63700 , 2017-11-19
Python深度学习代码\3.7-predicting-house-prices.ipynb, 70240 , 2017-11-19
Python深度学习代码\4.4-overfitting-and-underfitting.ipynb, 106102 , 2017-11-19
Python深度学习代码\5.1-introduction-to-convnets.ipynb, 11100 , 2017-11-19
Python深度学习代码\5.2-using-convnets-with-small-datasets.ipynb, 431140 , 2017-11-19
Python深度学习代码\5.3-using-a-pretrained-convnet.ipynb, 233147 , 2017-11-19
Python深度学习代码\5.4-visualizing-what-convnets-learn.ipynb, 7004823 , 2017-11-19
Python深度学习代码\6.1-one-hot-encoding-of-words-or-characters.ipynb, 8792 , 2017-11-19
Python深度学习代码\6.1-using-word-embeddings.ipynb, 94317 , 2017-11-19
Python深度学习代码\6.2-understanding-recurrent-neural-networks.ipynb, 84619 , 2017-11-19
Python深度学习代码\6.3-advanced-usage-of-recurrent-neural-networks.ipynb, 204233 , 2017-11-19
Python深度学习代码\6.4-sequence-processing-with-convnets.ipynb, 94418 , 2017-11-19
Python深度学习代码\8.1-text-generation-with-lstm.ipynb, 160597 , 2017-11-19
Python深度学习代码\8.2-deep-dream.ipynb, 201125 , 2017-11-19
Python深度学习代码\8.3-neural-style-transfer.ipynb, 415051 , 2017-11-19
Python深度学习代码\8.4-generating-images-with-vaes.ipynb, 283828 , 2017-11-19
Python深度学习代码\8.5-introduction-to-gans.ipynb, 147649 , 2017-11-19
Python深度学习代码\LICENSE, 1074 , 2017-11-19
Python深度学习代码\README.md, 3998 , 2017-11-19