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awesome-tensorflow-2's Introduction

Awesome Tensorflow 2 ๐Ÿ’› Awesome

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

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๐Ÿ‘‰ Contents ๐Ÿ‘ˆ

  • 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! ๐ŸŽ‰๐ŸŽ‰๐ŸŽ‰

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

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Sample Codes / Projects โ›๏ธ๐Ÿ“๐Ÿ“

General ๐Ÿšง

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

Reinforcement Learning ๐Ÿ”ฎ

Object Detection ๐Ÿ”ฅ

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Videos ๐ŸŽฅ ๐Ÿ“บ ๐Ÿ“น

TensorFlow World 2019

DevSummit

Google I/O

TensorFlow YouTube Channel

Course

Other

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Blog posts ๐Ÿ“ƒ


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Python wheels ๐Ÿ

#PoweredByTF 2.0 Challenge ๐Ÿ”ซ ๐Ÿ’ฃ ๐Ÿ†

Books ๐Ÿ“š

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Contributions ๐Ÿ“ญ

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

License

Licensed under the Creative Commons CC0 License.

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