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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.

Amin-Tgz/awesome-tensorflow-2

👉 Tensorflow 2.x resources such as tutorial, blog, code and videos

50CC0-1.0

View on GitHub Website

Stars: 522
Forks: 101
Watchers: 522
Open issues: 0
Contributors: 7

Star history, last 90 days— over 5 snapshots

2026-07-24 · 5222026-08-06 · 522

Star history, last 90 days
Date	Stars
2026-07-24	522
2026-07-25	522
2026-07-28	522
2026-07-30	522
2026-08-06	522

Today

— stars today

This week

— stars this week

This month

— stars this month

Momentum

0.0

growth rate 0.00%/day

From the README

# Awesome Tensorflow 2 💛 [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)
A curated list of awesome Tensorflow v2 tutorials, blogs, and projects.

![alt text](imgs/logo-color-tensorflow.png)

# 👉 Contents <a name="TOC" />👈

<!-- MarkdownTOC depth=4 -->
* [What are the advantages of TensorFlow v2 ?](#firstSection)
* [Official Site](#official)
* [Tutorials](#GitHub-tutorials)
* [SampleCodes/Projects](#sample)
    * [General](#GeneralCode)
    * [Specific Model/Task (like GAN,RL,NLP,...)](#SpecificCode)
        * [Reinforcement Learning](#RL)
        * [GAN](#GAN_Code)
        * [NLP](#NLP_Code)
        * [Object Detection](#OD)
        * [Other](#Other_Code)
* [Videos](#videos)
    * [TensorFlow World 2019](#TFW19)
    * [DevSummit 2019](#DevSum)
    * [Google I/O 2019](#GIO)
    * [TensorFlow YouTube Channel](#TYC)
    * [Course](#course)
    * [Other](#Other_Video)
* [Blog posts](#blogs)
* [Other](#other)
   * [Python wheels](#whls)
   * [Tools](#tools)
   * [#PoweredByTF 2.0 Challenge](#PWBYTF2)
   * [Books](#books)

<!-- /MarkdownTOC -->

<a name="firstSection" />

## What are the advantages of TensorFlow v2 ? 👀
* 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](https://www.tensorflow.org/tutorials).

TensorFlow 2.3 is now available! 🎉🎉🎉

![alt text](imgs/TF.png)

For Tensrflow **version <1.x>** see this **[awesome collection](https://github.com/jtoy/awesome-tensorflow)** created by jtoy.

<img src="imgs/downfinger.png" alt="down" width="250" height="150">

<a name="official" />

## Official Site 🏢
* [TensorFlow 2.2](https://www.tensorflow.org/)
* [Install](https://www.tensorflow.org/install/gpu) (Needs CUDA 10.1 & cuDNN = 7.6)
* [Effective_tf2](https://www.tensorflow.org/guide/effective_tf2)
* [Quick Start](https://www.tensorflow.org/tutorials/quickstart/beginner)
* [Upgrade guid](https://www.tensorflow.org/guide/upgrade)
* [Road map](https://www.tensorflow.org/community/roadmap)
* [FAQ](https://github.com/tensorflow/community/blob/master/sigs/testing/faq.md)
* [Blog](https://blog.tensorflow.org/)

[<img src="imgs/up.png" alt="down" width="30" height="30">  **Back to Top**](#TOC)

## Tutorials <a name="GitHub-tutorials" /> 📕 📘 📗 📓

* [TensorFlow Tutorial](https://github.com/aymericdamien/TensorFlow-Examples/tree/master/tensorflow_v2) <img src="imgs/5.png" alt="down" width="50" height="17">
* [Official tutorial](https://github.com/tensorflow/docs/tree/master/site/en/tutorials) <img src="imgs/5.png" alt="down" width="50" height="17">
* [Deep Learning with TensorFlow 2 and Keras course](https://github.com/ageron/tf2_course) <img src="imgs/5.png" alt="down" width="50" height="17">
* [TensorFlow-2.x-Tutorials](https://github.com/dragen1860/TensorFlow-2.x-Tutorials) <img src="imgs/5.png" alt="down" width="50" height="17">
* [Tensorflow2_tutorials_chinese](https://github.com/czy36mengfei/tensorflow2_tutorials_chinese) <img src="imgs/3.png" alt="down" width="50" height="15">
* [Tensorflow2.0 tutorial from basic to hard](https://github.com/YunYang1994/TensorFlow2.0-Examples) <img src="imgs/3.png" alt="down" width="50" height="15">
* [TensorFlow2.0_Eager_Execution_Tutorials](https://github.com/hellocybernetics/TensorFlow2.0_Eager_Execution_Tutorials) <img src="imgs/4.png" alt="down" width="50" height="17">
* [Tensorflow 2.0 and Keras: what's new, what's shared, what's different](https://github.com/zerotodeeplearning/tf2_keras) <img src="imgs/3.png" alt="down" width="50" height="17">
* [Practical Exercises in Tensorflow 2.0 for Ian Goodfellows Deep Learning Book](https://github.com/adhiraiyan/DeepLearningWithTF2.0) <img src="imgs/5.png" alt="

Excerpt of 22,738 characters

Read on GitHub

Top contributors7 shown

Amin-Tgz
113
thushv89
3
peteryuX
3
mukeshmithrakumar
2
yaph
Ramiro Gómez · @exploringdata · Germany
1
ngrislain
1
radi-cho
Radi Cho · Stanford University · Bulgaria
1

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

50/10050

Maintenance: 5%; How recently the default branch was pushed to
Releases: 25%; Recency and cadence of tagged releases
Community: 25%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 100%; README depth, plus a homepage and topics
Licensing: 100%; How freely the code can be adopted

What to know before adopting

No commits in over a year
No tagged releases
Bus factor of 1 — one contributor dominates
Usable in commercial products with attribution.

Details

Created: 7 years ago
Last push: 4 years ago
Last release: none
Release tag: —
Releases in the last year: 0
Default branch: master
Size: 394 KB
Owner type: User
Owner location: Isfahan , Iran
Discovered via: topic:yolo
First indexed: 13 days ago
Last synced: 12 days ago

Amin-Tgz/awesome-tensorflow-2

👉 Tensorflow 2.x resources such as tutorial, blog, code and videos

50CC0-1.0

View on GitHub Website

Stars: 522
Forks: 101
Watchers: 522
Open issues: 0
Contributors: 7

Star history, last 90 days— over 5 snapshots

2026-07-24 · 5222026-08-06 · 522

Star history, last 90 days
Date	Stars
2026-07-24	522
2026-07-25	522
2026-07-28	522
2026-07-30	522
2026-08-06	522

Today

— stars today

This week

— stars this week

This month

— stars this month

Momentum

0.0

growth rate 0.00%/day

From the README

# Awesome Tensorflow 2 💛 [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)
A curated list of awesome Tensorflow v2 tutorials, blogs, and projects.

![alt text](imgs/logo-color-tensorflow.png)

# 👉 Contents <a name="TOC" />👈

<!-- MarkdownTOC depth=4 -->
* [What are the advantages of TensorFlow v2 ?](#firstSection)
* [Official Site](#official)
* [Tutorials](#GitHub-tutorials)
* [SampleCodes/Projects](#sample)
    * [General](#GeneralCode)
    * [Specific Model/Task (like GAN,RL,NLP,...)](#SpecificCode)
        * [Reinforcement Learning](#RL)
        * [GAN](#GAN_Code)
        * [NLP](#NLP_Code)
        * [Object Detection](#OD)
        * [Other](#Other_Code)
* [Videos](#videos)
    * [TensorFlow World 2019](#TFW19)
    * [DevSummit 2019](#DevSum)
    * [Google I/O 2019](#GIO)
    * [TensorFlow YouTube Channel](#TYC)
    * [Course](#course)
    * [Other](#Other_Video)
* [Blog posts](#blogs)
* [Other](#other)
   * [Python wheels](#whls)
   * [Tools](#tools)
   * [#PoweredByTF 2.0 Challenge](#PWBYTF2)
   * [Books](#books)

<!-- /MarkdownTOC -->

<a name="firstSection" />

## What are the advantages of TensorFlow v2 ? 👀
* 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](https://www.tensorflow.org/tutorials).

TensorFlow 2.3 is now available! 🎉🎉🎉

![alt text](imgs/TF.png)

For Tensrflow **version <1.x>** see this **[awesome collection](https://github.com/jtoy/awesome-tensorflow)** created by jtoy.

<img src="imgs/downfinger.png" alt="down" width="250" height="150">

<a name="official" />

## Official Site 🏢
* [TensorFlow 2.2](https://www.tensorflow.org/)
* [Install](https://www.tensorflow.org/install/gpu) (Needs CUDA 10.1 & cuDNN = 7.6)
* [Effective_tf2](https://www.tensorflow.org/guide/effective_tf2)
* [Quick Start](https://www.tensorflow.org/tutorials/quickstart/beginner)
* [Upgrade guid](https://www.tensorflow.org/guide/upgrade)
* [Road map](https://www.tensorflow.org/community/roadmap)
* [FAQ](https://github.com/tensorflow/community/blob/master/sigs/testing/faq.md)
* [Blog](https://blog.tensorflow.org/)

[<img src="imgs/up.png" alt="down" width="30" height="30">  **Back to Top**](#TOC)

## Tutorials <a name="GitHub-tutorials" /> 📕 📘 📗 📓

* [TensorFlow Tutorial](https://github.com/aymericdamien/TensorFlow-Examples/tree/master/tensorflow_v2) <img src="imgs/5.png" alt="down" width="50" height="17">
* [Official tutorial](https://github.com/tensorflow/docs/tree/master/site/en/tutorials) <img src="imgs/5.png" alt="down" width="50" height="17">
* [Deep Learning with TensorFlow 2 and Keras course](https://github.com/ageron/tf2_course) <img src="imgs/5.png" alt="down" width="50" height="17">
* [TensorFlow-2.x-Tutorials](https://github.com/dragen1860/TensorFlow-2.x-Tutorials) <img src="imgs/5.png" alt="down" width="50" height="17">
* [Tensorflow2_tutorials_chinese](https://github.com/czy36mengfei/tensorflow2_tutorials_chinese) <img src="imgs/3.png" alt="down" width="50" height="15">
* [Tensorflow2.0 tutorial from basic to hard](https://github.com/YunYang1994/TensorFlow2.0-Examples) <img src="imgs/3.png" alt="down" width="50" height="15">
* [TensorFlow2.0_Eager_Execution_Tutorials](https://github.com/hellocybernetics/TensorFlow2.0_Eager_Execution_Tutorials) <img src="imgs/4.png" alt="down" width="50" height="17">
* [Tensorflow 2.0 and Keras: what's new, what's shared, what's different](https://github.com/zerotodeeplearning/tf2_keras) <img src="imgs/3.png" alt="down" width="50" height="17">
* [Practical Exercises in Tensorflow 2.0 for Ian Goodfellows Deep Learning Book](https://github.com/adhiraiyan/DeepLearningWithTF2.0) <img src="imgs/5.png" alt="

Excerpt of 22,738 characters

Read on GitHub

Top contributors7 shown

Amin-Tgz
113
thushv89
3
peteryuX
3
mukeshmithrakumar
2
yaph
Ramiro Gómez · @exploringdata · Germany
1
ngrislain
1
radi-cho
Radi Cho · Stanford University · Bulgaria
1

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

50/10050

Maintenance: 5%; How recently the default branch was pushed to
Releases: 25%; Recency and cadence of tagged releases
Community: 25%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 100%; README depth, plus a homepage and topics
Licensing: 100%; How freely the code can be adopted

What to know before adopting

No commits in over a year
No tagged releases
Bus factor of 1 — one contributor dominates
Usable in commercial products with attribution.

Details

Created: 7 years ago
Last push: 4 years ago
Last release: none
Release tag: —
Releases in the last year: 0
Default branch: master
Size: 394 KB
Owner type: User
Owner location: Isfahan , Iran
Discovered via: topic:yolo
First indexed: 13 days ago
Last synced: 12 days ago

Top AI Repos — open-source AI, indexed and scored

Amin-Tgz/awesome-tensorflow-2

From the README

Top contributors7 shown

Quality score

What to know before adopting

Categories

Details

Amin-Tgz/awesome-tensorflow-2

From the README

Top contributors7 shown

Quality score

What to know before adopting

Categories

Details

Top AI Repos — open-source AI, indexed and scored

Trend

From the README

Top contributors7 shown

Quality score

What to know before adopting

Categories

Details

Trend

From the README

Top contributors7 shown

Quality score

What to know before adopting

Categories

Details