TensorFlow Addons v0.15.0

Release Notes

• Built against TensorFlow 2.7
• CUDA kernels are compiled with CUDA11.2 and cuDNN 8.1.0
• API docs found on the website

Changelog

• Use multipython image for dev container (#2598)
• Add support for publishing macOS M1 ARM64 wheels for tfa-nightly (#2559)

Tutorials

• Update optimizers_cyclicallearningrate.ipynb (#2538)

tfa.activations

• Correct documentation for Snake activation to match literature and return statement (#2572) @fliptrail

tfa.iamge

• Fix euclidean distance transform float16 kernel (#2568)

tfa.layers

• Fix using NoisyNet with .fit() or .train_on_batch() (#2486)
• Fix spectral norm mixed precision (#2576)

tfa.optimizers

• Add AdaBelief optimizer (#2548)
• Make Rectified Adam faster (#2570)

tfa.text

• Add the CRF model wrapper (#2555)
• Add a codeowner for CRF (#2556)

Thanks to our Contributors

@MarkDaoust, @bhack, @eli-osherovich, @fliptrail, @fsx950223, @howl-anderson, @juntang-zhuang, @jvishnuvardhan, @lgeiger, @markub3327, @seanpmorgan, @szutenberg and @vtjeng