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TensorFlow Addons v0.7.0
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@seanpmorgan seanpmorgan released this 10 Jan 16:16
· 1 commit to r0.7 since this release
v0.7.0
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Release Notes

  • Built against: TensorFlow 2.1.0
  • Available for Linux/MacOS/Windows
  • Last release to support python2
  • CUDA kernels are compiled with CUDA 10.1
  • API docs found on the website
  • Keras subclasses now use the public registration decorator as package Addons
    • The prefix of registration name is Addons>. For example, users should change the serialization from tf.keras.activations.get('gelu') to tf.keras.activations.get('Addons>gelu')

Changelog

tfa.activations

  • Add mish activation (#569)
  • Add rrelu activation (#573)
  • Add softshrink activation (#570)

tfa.callbacks

  • Add Keras TQDM callback (#610)
  • Add TimeStopping callback (#757)

tfa.image

  • Add resampler kernel (#662)
  • Various bugfixes

tfa.layers

  • Support for WeightNorm in RNNs (#769)
  • Fix WeightNorm support for layers without bias (#696)
  • Support for WeightNorm serialization in keras hd5 format (#691)
  • Fix bug in GroupNormalization axis (#611)

tfa.losses

  • Fix keras model compile for lifted_struct_loss (#700)
  • Speed up CPU CorrelationCost layer (#689)

tfa.metrics

  • Fix bug to enable CohenKappa with distributed strategy scope (#721)

tfa.optimizers

  • Add Yogi Optimizer (#745)
  • Add LAMB Optimizer (#491)
  • Add Cyclical learning rate schedulers (#644)
  • Add Stochastic Weight Averaging Optimizer (#620)
  • Allow MovingAverage to support dynamic number of updates (#758)

Tutorials

  • Add Keras TQDM progress bar tutorial
  • Add TimeStopping callback tutorial

Various bug fixes and improvements

Thanks to our Contributors

Aakash Kumar Nain, Amirhossein Kazemnejad, Brian Lee, Brian Patton, Calvin, Daniel, David Honzátko, Dero Gharibian, Dheeraj R Reddy, Guillaume Klein, Ishant Mrinal Haloi, John Arevalo, Mark Daoust, Matt Elsey, Philip May, Rahul Nair, Raphael Meudec, Saishruthi, Sean Morgan, Sergii Khomenko, Shreyash Patodia, Shun Lin, Tzu-Wei Sung, Vladimir Vlasov, Yan Facai (颜发才), junjiek, manzilz, omalleyt12, pkan2, prcvih, tzachar, who who who

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