TensorFlow Addons v0.13.0

Release Notes

• Built against TensorFlow 2.5
• CUDA kernels are compiled with CUDA11.2 and cuDNN 8.1.0
• API docs found on the website

Changelog

• Add python3.9 support (#2204)
• Fixed build on ppc (#2438)

tfa.activations

• Cleanup legacy codes for activations (#2394)

tfa.image

• Add python fallback for adjust_hsv_in_yiq (#2392)
• Remove ImageProjectiveTransform kernel (#2395)
• Fix EDT float16 and float64 kernels (#2412)
• Optimize EDT (#2402)
• Update cutout_ops.py (#2416)

tfa.metrics

• Initial commit of streaming Kendall's Tau algorithm. (#2423)
• Fix F1Score docs (#2462)
• Matthew Fix (#2406)
• Fix RSquare serialization (#2390)
• Make RSquare.reset_states to be able to run in tf.function (#2445)

tfa.optimizers

• Adding COntinuos COin Betting (COCOB) Backprop optimizer (#2063)
• Fix NovoGrad optimizer to work with float64 layers (#2467)
• Update cyclical_learning_rate.py (#2286)
• RectifiedAdam: Store 'total_steps' hyperparameter as float (#2369)

tfa.text

• fix wrong type hinting of crf_log_likelihood (#2471)

Thanks to our Contributors

@0x0badc0de, @bhack, @DragonPG2000, @Harsh188, @WindQAQ, @ashutosh1919, @fsx950223, @jeongukjae, @jonpsy, @juliangilbey, @lucasdavid, @lum4chi, @m-a-r-o-u, @nickswalker, @nleastaugh, @npanpaliya, @olesalscheider, @rehanguha, @seanpmorgan, @shubhanshu02, @sorensenjs, @whatwilliam and @xiedeping