The Incredible TensorFlow 2

This is a curated list of tutorials, projects, libraries, videos, papers, books and anything related to the TensorFlow 2. Feel free to make a pull request to contribute to this list.

Tutorials

• TensorFlow 2.0 Tutorials
  • Overview
  • Static vs Dynamic Graph
  • FNN with MNIST
  • Linear Regression
  • FNN with FashionMNIST
  • VGG with CIFAR
  • Inception with MNIST

CNNs

• YoloV3

GANs, VAEs, and AEs

• CycleGAN: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
• Music Transformer: Generating Music with Long-Term Structure
• CartoonGAN: CartoonGAN: Generative Adversarial Networks for Photo Cartoonization

NLP

• HuggingFace Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0

Interpretability

• Model Interpretability Introduction

Credits

This is based off my more long-standing established repository The Incredible PyTorch.

Contributions

Do feel free to contribute!

You can raise an issue or submit a pull request, whichever is more convenient for you. The guideline is simple: just follow the format of the previous bullet point. Take note, implementations are strictly based on TensorFlow 2 onwards only.