dragen1860/TensorFlow-2.x-Tutorials resource

Health v2 · maintenance only

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6340 stars · 2183 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A collection of TensorFlow 2.x tutorials and example code in Jupyter Notebooks, covering CNNs, RNNs, GANs, auto-encoders, Faster RCNN, GPT, BERT, and more. It won the PoweredByTF 2.0 Challenge and serves as a hands-on introduction to deep learning with TF 2.0.

Use cases

• learn tensorflow 2.0 with example code
• deep learning tutorial notebooks
• implement GAN in tensorflow 2
• BERT example in tensorflow
• CNN MNIST tutorial tensorflow 2
• get started with keras and tf2

When to choose

• you want runnable Jupyter notebook examples for TensorFlow 2.x
• you are learning deep learning basics like CNN, RNN, GAN, auto-encoders
• you want reference implementations of models like ResNet, BERT, GPT in TF2

When to avoid

• you need production-ready or maintained code - the repo has not been updated since 2020
• you use PyTorch or another framework
• you need a license permitting reuse - no license is provided

Facets

learning-resource · maturity maintenance

deep-learning machine-learning computer-vision nlp deep-learning machine-learning tutorials computer-vision python cross-platform tensorflow-2 jupyter-notebooks neural-networks gan bert gpt example-code natural-language-processing

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markdown · JSON · MCP: product_card(name="dragen1860/TensorFlow-2.x-Tutorials")