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TensorFlowDeepDive

I will put here analysis on tensorflow source code, and some example code.

If possible, document will be provided in two-languages: English and Chinese, but some may be only in one Chinese because of limited time.

Planned topics

  • [TensorFlow Overview] - some background about tensorflow, including history and its features
  • [Build TensorFlow] - a guide to build tensorflow on Ubuntu 14.04
  • [A Simple TensorFlow Application] - let's have a look at a simple application, introducce TensorFlow's main concepts
  • [Session] - what's behind tensorflow's "Session"
  • [Op] - "Op" is the most important concept in tensorflow, let's have a look how it's implemented
  • [Runtime View] - some runtime information will be put here
  • [Models] - tensorflow provides some built-in algorithms/models, besides original documents, additional information will be put here
  • [Optimizations] - some benchmarking data, and optimizations
  • [Resources] - there are many algorithms/models/papers based on tensorflow, we will collect them here.

Note

This project is only a reading note, not official project nor a product. welcome guys to contribute, or suggestions.

Email

[email protected]

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Analyze TensorFlow source code

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