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Awesome TensorFlow,包括教程、项目、视频、文献、博客、社群等资源

Awesome TensorFlow Awesome TensorFlow,包括教程、项目、视频、文献、博客、社群等资源

A curated list of awesome TensorFlow experiments, libraries, and projects. Inspired by awesome-machine-learning.

What is TensorFlow?

TensorFlow is an open source software library for numerical computation using data flow graphs. In other words, the best way to build deep learning models.

More info here .

Table of Contents

  • Tutorials
  • Models/Projects
  • Powered by TensorFlow
  • Libraries
  • Videos
  • Papers
  • Blog posts
  • Community


Tutorials

  • TensorFlow Tutorial 1 – From the basics to slightly more interesting applications of TensorFlow
  • TensorFlow Tutorial 2 – Introduction to deep learning based on Google’s TensorFlow framework. These tutorials are direct ports of Newmu’s Theano
  • TensorFlow Examples – TensorFlow tutorials and code examples for beginners


Models/Projects


Powered by TensorFlow

  • YOLO TensorFlow – implementation of ‘YOLO : Real-Time Object Detection’


Libraries

  • skflow – Simplified interface (mimicking Scikit Learn) for Deep Learning
  • tflearn – Deep learning library featuring a higher-level API


Videos


Papers


Blog posts


Community

Contributions

Your contributions are always welcome!

If you want to contribute to this list (please do), send me a pull request or contact me @jtoy Also, when you noticed that listed repository should be deprecated.

  • Repository’s owner explicitly say that "this library is not maintained".
  • Not committed for long time (2~3 years).

More info on theguidelines


Credits

  • Some of the python libraries were cut-and-pasted from vinta
  • The few go reference I found where pulled from this page

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