TensorFlow Addons v0.5.0

Release Notes

• Built against: tensorflow-gpu==2.0.0-rc0 (Linux); tensorflow==2.0.0-rc0 (Mac)
• GPU Kernels now part of PyPi package (Linux)
• API docs found here in repository

Changelog

tfa.activations

• Add GeLu (#424, #427)

tfa.image

• Add sparse image warp (#252)
• Support batch input for median_filter2d (#288)
• Speed up median_filter2d (#304)
• Add Translate ops (#320)
• Fix unknown ranks bug, image is compatible with tf.data now (#330)
• Add Connected components (#409)

tfa.layers

• Add correlation cost layer (#207)
• WeightNormalization is compatible with tf.functions now (#458)

tfa.losses

• Fix compile triplet loss within keras model (#298)
• Add npairs_loss (#309)

tfa.metrics

• Add R-square metric (#283)
• Add F1 metric - micro/macro/weighted (#284)
• F1-Beta Score (#315)
• Multilabel Confusion Matrix (#324)

tfa.seq2seq

• Improve API for resetting AttentionMechanism memory (#354)
• Minor bugfixs and improvement

tfa.text

• Add conditional random fields (#314)

Examples

• Normalizations (#144)
• TripletLoss (#360)
• Image Ops (#398, #444)

Thanks to our Contributors

Aakash Kumar Nain, Dheeraj R Reddy, Fei Hu, Guillaume Klein, Karmel Allison, Keshan, Kyle Beauchamp, Matt Elsey, Moritz Kröger, parth-p, Patrick Wieschollek, Qianli Scott Zhu, Saishruthi, Sayooj, Sean Morgan, seanccho, Sebastian J. Mielke, Sergii Khomenko, Tzu-Wei Sung, Yan Facai (颜发才)