Python深度学习.pdf+代码

Directory: AI-NN-PR
Plat: Python
Size: 24531KB
Downloads: 1065
Upload time: 2018-10-10 13:43:44
Uploader: wangjindian00
Description:   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.

File list:
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

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