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Awesome Tensorflow 2 馃挍 Awesome

A curated list of awesome Tensorflow v2 tutorials, blogs, and projects.

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馃憠 Contents 馃憟

What are the advantages of TensorFlow v2 ? 馃憖

  • TensorFlow 2 focuses on simplicity and ease of use, with updates like eager execution, intuitive higher-level APIs, and flexible model building on any platform
  • There are multiple changes in TensorFlow 2 to make TensorFlow users more productive. TensorFlow 2 removes redundant APIs, makes APIs more consistent (Unified RNNs, Unified Optimizers), and better integrates with the Python runtime with Eager execution.

More info here.

TensorFlow 2.3 is now available! 馃帀馃帀馃帀

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For Tensrflow version <1.x> see this awesome collection created by jtoy.


Official Site 馃彚

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Tutorials 馃摃 馃摌 馃摋 馃摀

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Sample Codes / Projects 鉀忥笍馃搻馃搧

General 馃毀

Specific Model/Task (like GAN,RL,NLP,...)

Reinforcement Learning 馃敭

GAN 馃寗

NLP 馃寛

Object Detection 馃敟

Other 馃殾

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Videos 馃帴 馃摵 馃摴

TensorFlow World 2019


Google I/O

TensorFlow YouTube Channel



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Blog posts 馃搩

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Other 馃尡

Python wheels 馃悕

Tools 馃敡

#PoweredByTF 2.0 Challenge 馃敨 馃挘 馃弳

Books 馃摎

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Contributions 馃摥

Your contributions are always welcome!

If you want to contribute to this list (please do), send me a pull request Also, if you notice that any of the above listed repositories should be deprecated, due to any of the following reasons:

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

More info on the guidelines


Licensed under the Creative Commons CC0 License.