addons

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SpectralNorm implementation

3

I am reading the source code of the spectral normalization's implementation. I think it is not consistent with its original paper's algorithm. I am not an expert on tensorflow so...

allhailjustice

Correlation metrics optimization

1

Optimizes the streaming correlation metrics by removing a while loop as well as usage of `tf.sparse.add` that computes only on CPU.

nicolaspi

Add a test verifying independence of group normalization results from batch size

5

# Description This PR adds a test diagnosing the issue reported in https://github.com/tensorflow/addons/issues/2745. This test is currently expected to fail. ## Type of change - [ ] Bug fix -...

wsmigaj

Unexpected sensitivity of group normalisation results to batch size

2

**System information** - OS Platform and Distribution: Windows 10 - TensorFlow version and how it was installed: 2.9.1 (binary, from pip) - TensorFlow-Addons version and how it was installed: 1.17.1...

wsmigaj

# Description - [ ] Need to update windows builds - [ ] Waiting for arm macos build Brief Description of the PR: ## Type of change

seanpmorgan

crf_decode: fix broken type annotation

4

# Description crf_decode returns a tuple of decode_tags, best_score, but the type annotation suggests that it returns only one tensor ## Type of change - [x] Bug fix

exyi

Clipvalue not working as expected when using AdamW and SGDW optimizer - destructive updates destroy model weights

1

**System information** - OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows 10 - TensorFlow version and how it was installed (source or binary):2.9.1 - TensorFlow-Addons version and how it...

winthropharvey

**Describe the feature and the current behavior/state.** **Relevant information** - Are you willing to contribute it (yes/no): no *If you wish to contribute, then read the requirements for new contributions...

aliolyaei

Package Addons on conda-forge

22

This will likely come after we finalize our build automation and toolchain, but wanted to start an issue for visibility. When the time comes we will enable anaconda installs using...

seanpmorgan

Implement LayerNormGRUCell

2

**Describe the feature and the current behavior/state.** - GRU cell (RNNs) with layernorm layers. - Similar to LayerNormLSTMCell https://github.com/tensorflow/addons/blob/d126b4690e7858b85fdb3c9e9a61143c31e9fddb/tensorflow_addons/rnn/layer_norm_lstm_cell.py **Relevant information** - Are you willing to contribute it (yes/no): no...

ulf1