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Sep 1, 2017
Sep 1, 2017

Awesome-TensorFlow-Chinese

TensorFlow 中文资源全集,学习路径推荐:

  • 官方网站,初步了解。
  • 安装教程,安装之后跑起来。
  • 入门教程,简单的模型学习和运行。
  • 实战项目,根据自己的需求进行开发。

如果有问题,欢迎在这里提问(注册邀请码在 QQ 群:522785813):

TensorFlow 中文社区

http://www.tensorflow123.com/

很多内容参考下面这个英文项目,收集了中文资源:

Inspired by https://github.com/jtoy/awesome-tensorflow

官方网站

安装教程

中文安装教程

官方安装教程(建议用官方教程,现在官网可以直接访问了。)

入门教程

官方入门教程

入门教程

实战项目

官方实战项目

Models built with TensorFlow

Magenta: Music and Art Generation with Machine Intelligence

TensorFlow Neural Machine Translation Tutorial

书籍(推荐)

Deep Learning http://www.tensorflownews.com/2017/08/29/deep-learning-an-mit-press-book

Deep Learning 中文翻译 http://www.tensorflownews.com/2017/08/29/deep-learning-book-chinese-translation/

社区群组

QQ群

522785813

微信群

微信群二维码有效期太短了,我博客保持更新。

http://panchuang.net/

教程

模型项目

基于 TensorFlow 的产品

  • YOLO TensorFlow - Implementation of 'YOLO : Real-Time Object Detection'
  • android-yolo - Real-time object detection on Android using the YOLO network, powered by TensorFlow.
  • Magenta - Research project to advance the state of the art in machine intelligence for music and art generation

视频

论文

官方博客

博客文章

社区

书籍

  • Machine Learning with TensorFlow by Nishant Shukla, computer vision researcher at UCLA and author of Haskell Data Analysis Cookbook. This book makes the math-heavy topic of ML approachable and practicle to a newcomer.
  • First Contact with TensorFlow by Jordi Torres, professor at UPC Barcelona Tech and a research manager and senior advisor at Barcelona Supercomputing Center
  • Deep Learning with Python - Develop Deep Learning Models on Theano and TensorFlow Using Keras by Jason Brownlee
  • TensorFlow for Machine Intelligence - Complete guide to use TensorFlow from the basics of graph computing, to deep learning models to using it in production environments - Bleeding Edge Press
  • Getting Started with TensorFlow - Get up and running with the latest numerical computing library by Google and dive deeper into your data, by Giancarlo Zaccone
  • Hands-On Machine Learning with Scikit-Learn and TensorFlow – by Aurélien Geron, former lead of the YouTube video classification team. Covers ML fundamentals, training and deploying deep nets across multiple servers and GPUs using TensorFlow, the latest CNN, RNN and Autoencoder architectures, and Reinforcement Learning (Deep Q).
  • Building Machine Learning Projects with Tensorflow – by Rodolfo Bonnin. This book covers various projects in TensorFlow that expose what can be done with TensorFlow in different scenarios. The book provides projects on training models, machine learning, deep learning, and working with various neural networks. Each project is an engaging and insightful exercise that will teach you how to use TensorFlow and show you how layers of data can be explored by working with Tensors.

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Awesome-TensorFlow-Chinese,TensorFlow 中文资源精选,官方网站,安装教程,入门教程,视频教程,实战项目,学习路径。QQ群:167122861,公众号:磐创AI,微信群二维码:http://www.tensorflownews.com/

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