Awesome TF2 Implementations

List of official and unofficial TensorFlow 2.0 implementations of models.

Official

Implementations

• MNIST
• ResNet
• BERT

Notebooks

• Neural Style Transfer
• DCGAN
• pix2pix
• Convolutional VAE
• Transformer
• NMT with Attention

Unofficial

• YOLO v3 (zzh8829/yolov3-tf2)
• CartoonGAN (mnicnc404/CartoonGan-tensorflow)
• CycleGAN (LynnHo/CycleGAN-Tensorflow-2)
• DCGAN, LSGAN, WGAN-GP, DRAGAN (LynnHo/DCGAN-LSGAN-WGAN-GP-DRAGAN-Tensorflow-2)
• NMT with Attention (thisisiron/nmt-attention-tf)
• BioBERT + GPT2 for QA (re-search/DocProduct)

Other repositories with a bunch of examples each:

• tensorflow/community
• timsainb/tensorflow2-generative-models
• dragen1860/TensorFlow-2.x-Tutorials
• aymericdamien/TensorFlow-Examples
• ageron/tf2_course
• ageron/handson-ml2
• yusugomori/deeplearning-tf2
• zhedongzheng/finch
• sayakpaul/TF-2.0-Hacks

Libraries made for TensorFlow 2.0

• huskarl

Contributing

Just open a Pull Request as per usual.