TensorFlow Addons v0.3.1

Release Notes

• Built against: tensorflow==2.0.0.a0
• MacOS & Linux whl files are now available on pypi
• New subpackage tfa.RNN
• API docs have been generated and will soon be available on the website
• Addons is now up to 9 subpackage and submodule maintainers!

Changelog

• Assorted bugfixes throughout

tfa.image

• Add median filter 2d
• Add dense image warp
• Add euclidean distance transform
• Add rotate transform

tfa.layers

• Remove LayerNormalization as it's now part of TF Core

tfa.losses

• Add contrastive loss

tfa.optimizers

• Add decoupled weight decay optimizers (SGDW, AdamW)
• Add moving average optimizer

tfa.rnn

• Add NASCell
• Add LayerNormLSTMCell

tfa.seq2seq

• API and other fixes

Examples

• Add example for lazy adam optimizer
• Add example for weight normalization layer

Thanks to our Contributors

• Armando Fandango
• Aurélien Geron
• Dheeraj R Reddy
• Gokkul Nath
• Kyle Beauchum
• Mainak Dutta
• Moritz Kröger
• PhilJd
• Qianli Scott Zhu
• Sean Morgan
• Shreyas Sharma
• Tzu-Wei Sung
• Yan Facai (颜发才)