Keras

What's Changed
* Cherrypick Sequential serialization bug fix for r2.13 by nkovela1 in https://github.com/keras-team/keras/pull/18258

New Contributors
* nkovela1 made their first contribution in https://github.com/keras-team/keras/pull/18258

**Full Changelog**: https://github.com/keras-team/keras/compare/v2.13.1-rc0...v2.13.1-rc1

What's Changed
* Fix timeseries_dataset_from_array counts when sequence_stride > 1 by basjacobs93 in https://github.com/keras-team/keras/pull/17396
* Fix doc for MultiHeadAttention's output_shape arg by tsdeng in https://github.com/keras-team/keras/pull/17432
* Added a link to the TextVectorization API Reference Page. by Neeshamraghav012 in https://github.com/keras-team/keras/pull/17540
* Fix ConvNeXt classifier activation bug by Frightera in https://github.com/keras-team/keras/pull/17544
* Activations clean up by joesho112358 in https://github.com/keras-team/keras/pull/17545
* Perform all ops in apply_gradient in a given tf.name_scope. by foxik in https://github.com/keras-team/keras/pull/17550
* Bugfix/normalization invert by jerabaul29 in https://github.com/keras-team/keras/pull/17501
* OptimizerV2: Allow deepcopy by jschueller in https://github.com/keras-team/keras/pull/17463
* keras.models.clone_model creates different weight names for RNN layers by mergian in https://github.com/keras-team/keras/pull/17465
* Fix spelling error in Initializer warning by edknv in https://github.com/keras-team/keras/pull/17568
* LayerScale fix to support pretrained ConvNeXt models with mixed precision by andreped in https://github.com/keras-team/keras/pull/17547
* Softmax fix in Mixed Precision by dsr-lab in https://github.com/keras-team/keras/pull/17571
* Less restrictive ROCm+GRU/LSTM fallback logic by ekuznetsov139 in https://github.com/keras-team/keras/pull/17587
* Update security section. by sachinprasadhs in https://github.com/keras-team/keras/pull/17522
* Fix serialization error with EfficientNet by RocketDelivery in https://github.com/keras-team/keras/pull/17498
* grammar corrections by egurnick in https://github.com/keras-team/keras/pull/17595
* Update documentation to keras reuters dataset by hxy9243 in https://github.com/keras-team/keras/pull/17635
* Add Lion optimizer by drauh in https://github.com/keras-team/keras/pull/17605
* Correct the docstring of Head func in convnext.py by Frightera in https://github.com/keras-team/keras/pull/17667
* keras.layers.Bidirectional is missing argument "states", which is defined for keras.layers.RNN by mergian in https://github.com/keras-team/keras/pull/17469
* fix a small bug in tf.keras.layer.Layer.compute_output_signature by yamanoko in https://github.com/keras-team/keras/pull/17636
* Optimize mixed-precision finite check for sparse tensors. by nluehr in https://github.com/keras-team/keras/pull/17638
* Typo Lion docstring by drauh in https://github.com/keras-team/keras/pull/17726
* Raise ValueError if reducing axis dimension is 0 by old-school-kid in https://github.com/keras-team/keras/pull/16755
* Add CategoricalFocalCrossentropy to Losses API by Frightera in https://github.com/keras-team/keras/pull/17651
* Unifying interpolation selection by jpodivin in https://github.com/keras-team/keras/pull/17742
* Add a missing space by sudoLife in https://github.com/keras-team/keras/pull/17744
* [keras/initializers/initializers_v1.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17785
* [keras/layers/convolutional/conv3d_transpose.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17797
* [keras/engine/training.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17780
* [keras/feature_column/dense_features.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17783
* [keras/datasets/imdb.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17771
* [keras/backend.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17769
* [keras/engine/base_layer_utils.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17774
* [keras/layers/activation/leaky_relu.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17786
* [keras/engine/training_v1.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17781
* [keras/layers/activation/relu.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17787
* [keras/layers/convolutional/conv2d_transpose.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17795
* [keras/layers/convolutional/conv3d.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17796
* [keras/layers/activation/softmax.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17788
* [keras/layers/convolutional/depthwise_conv2d.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17799
* [keras/layers/convolutional/separable_conv2d.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17800
* [keras/layers/locally_connected/locally_connected2d.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17803
* [keras/layers/locally_connected/locally_connected1d.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17802
* Fix performance issue with sample weights in model.fit() by nershman in https://github.com/keras-team/keras/pull/17357
* [keras/datasets/reuters.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17772
* [keras/applications/mobilenet.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17763
* [keras/applications/inception_v3.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17762
* [keras/engine/input_layer.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17779
* [keras/engine/data_adapter.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17777
* [keras/applications/imagenet_utils.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17760
* [keras/layers/attention/additive_attention.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17789
* [keras/engine/base_layer.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17773
* [keras/layers/kernelized.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17801
* [keras/engine/functional.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17778
* [keras/layers/attention/multi_head_attention.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17791
* Minor improvements and code refactoring in backend.py by Frightera in https://github.com/keras-team/keras/pull/17746
* Update indentation level - layers/attention by Frightera in https://github.com/keras-team/keras/pull/17945
* Update indentation level - layers/activation by Frightera in https://github.com/keras-team/keras/pull/17943
* [keras/layers/preprocessing/image_preprocessing_test.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17820
* [keras/layers/preprocessing/text_vectorization.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17825
* [keras/optimizers/ftrl.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17864
* [keras/optimizers/adam.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17861
* [keras/optimizers/adamax.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17862
* [keras/optimizers/legacy/adam.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17867
* [keras/optimizers/legacy/ftrl.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17868
* [keras/utils/dataset_utils.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17895
* [keras/utils/feature_space.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17896
* [keras/optimizers/nadam.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17875
* [keras/saving/serialization_lib.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17889
* [keras/metrics/base_metric.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17850
* Update indentation level - utils/image_dataset by Frightera in https://github.com/keras-team/keras/pull/18005
* [keras/optimizers/schedules] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17976
* [keras/layers/reshaping] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17969
* [keras/optimizers/legacy] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17975
* [keras/layers/rnn] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17970
* [keras/layers/convolutional/depthwise_conv1d.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17798
* [keras/applications/mobilenet_v3.py] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17764
* [keras/layers/preprocessing] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17967
* [keras/datasets] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17955
* [keras/layers/activation] Standardise docstring usage of "Default to" by SamuelMarks in https://github.com/keras-team/keras/pull/17961
* Increase the version number for keras 2.13 by qlzh727 in https://github.com/keras-team/keras/pull/18081
* Cherrypick the release script fix for RC. by qlzh727 in https://github.com/keras-team/keras/pull/18082

New Contributors
* basjacobs93 made their first contribution in https://github.com/keras-team/keras/pull/17396
* tsdeng made their first contribution in https://github.com/keras-team/keras/pull/17432
* Neeshamraghav012 made their first contribution in https://github.com/keras-team/keras/pull/17540
* Frightera made their first contribution in https://github.com/keras-team/keras/pull/17544
* joesho112358 made their first contribution in https://github.com/keras-team/keras/pull/17545
* jerabaul29 made their first contribution in https://github.com/keras-team/keras/pull/17501
* jschueller made their first contribution in https://github.com/keras-team/keras/pull/17463
* edknv made their first contribution in https://github.com/keras-team/keras/pull/17568
* andreped made their first contribution in https://github.com/keras-team/keras/pull/17547
* dsr-lab made their first contribution in https://github.com/keras-team/keras/pull/17571
* RocketDelivery made their first contribution in https://github.com/keras-team/keras/pull/17498
* egurnick made their first contribution in https://github.com/keras-team/keras/pull/17595
* hxy9243 made their first contribution in https://github.com/keras-team/keras/pull/17635
* yamanoko made their first contribution in https://github.com/keras-team/keras/pull/17636
* nluehr made their first contribution in https://github.com/keras-team/keras/pull/17638
* jpodivin made their first contribution in https://github.com/keras-team/keras/pull/17742
* sudoLife made their first contribution in https://github.com/keras-team/keras/pull/17744
* nershman made their first contribution in https://github.com/keras-team/keras/pull/17357

**Full Changelog**: https://github.com/keras-team/keras/compare/v2.12.0...v2.13.1-rc0

Please see the release history at https://github.com/tensorflow/tensorflow/releases/tag/v2.12.0 for more details.

What's Changed
* Updated Function _create_seed() in keras.backend by sushreebarsa in https://github.com/keras-team/keras/pull/17150
* Fixed typo in keras/keras/preprocessing/text.py by KarahanS in https://github.com/keras-team/keras/pull/17159
* Changed .format to f-string for better readability by AdityaPunetha in https://github.com/keras-team/keras/pull/17170
* Use the fallback method for GRU and LSTM on ROCm if padded I/O is needed by ekuznetsov139 in https://github.com/keras-team/keras/pull/17111
* Updated broken link by sushreebarsa in https://github.com/keras-team/keras/pull/17196
* Remove unused `amsgrad` argument in SGD by lgeiger in https://github.com/keras-team/keras/pull/17197
* Delegate `finalize_variable_values` in `LossScaleOptimizerV3` by lgeiger in https://github.com/keras-team/keras/pull/17225
* Update broken link by chunduriv in https://github.com/keras-team/keras/pull/17224
* Fix `use_causal_mask=True` with `RaggedTensor` bug by haifeng-jin in https://github.com/keras-team/keras/pull/17231
* Restore update_freq functionality by myaaaaaaaaa in https://github.com/keras-team/keras/pull/17142
* support to compat python 3.11 by hongxu-jia in https://github.com/keras-team/keras/pull/17239
* Update base_layer_v1.py by kbuyukakyuz in https://github.com/keras-team/keras/pull/17246
* Added identity layer by AdityaKane2001 in https://github.com/keras-team/keras/pull/17291
* Adds show_trainable option to plot_model() by mfidabel in https://github.com/keras-team/keras/pull/17145
* Update deprecated tf.contrib by sachinprasadhs in https://github.com/keras-team/keras/pull/17344
* Update depthwise_conv2d.py by gowthamkpr in https://github.com/keras-team/keras/pull/17341
* Tzm/optional verbosity by Mirandatz in https://github.com/keras-team/keras/pull/17346
* Fixed EfficientNetV2's MBConvBlock output phase. by sebastian-sz in https://github.com/keras-team/keras/pull/17364
* Update README.md to fix wrong links by NourEldin-Osama in https://github.com/keras-team/keras/pull/17374
* Warning if categorical crossentropy is used for 2 labels by old-school-kid in https://github.com/keras-team/keras/pull/17330
* Improved the CONTRIBUTING.md file by izam-mohammed in https://github.com/keras-team/keras/pull/17428
* Updated Docs string of doc_utils.py with new apis by mohantym in https://github.com/keras-team/keras/pull/17441
* Update MHA docstrings by haifeng-jin in https://github.com/keras-team/keras/pull/17461
* Update docstrings in text_dataset by haifeng-jin in https://github.com/keras-team/keras/pull/17462
* Bugfix: Pass show_layer_activations to expand_nested calls by alkatar21 in https://github.com/keras-team/keras/pull/17415
* Fix index_directory directory structure ignoring when passing labels explicitly by wwossname in https://github.com/keras-team/keras/pull/17403
* Add `to_ordinal` feature for ordinal regression/classification by awsaf49 in https://github.com/keras-team/keras/pull/17419
* Use 4 spaces indent for Dense layer docstrings by haifeng-jin in https://github.com/keras-team/keras/pull/17472
* keras.layers.Bidirectional constructor ignores trainable argument, causing models with trainable=False layers to incorrectly be cloned by mergian in https://github.com/keras-team/keras/pull/17467
* Fix api_docs for `to_ordinal` by awsaf49 in https://github.com/keras-team/keras/pull/17485
* Less restrictive fallback logic by jayfurmanek in https://github.com/keras-team/keras/pull/17591

New Contributors
* KarahanS made their first contribution in https://github.com/keras-team/keras/pull/17159
* AdityaPunetha made their first contribution in https://github.com/keras-team/keras/pull/17170
* hongxu-jia made their first contribution in https://github.com/keras-team/keras/pull/17239
* kbuyukakyuz made their first contribution in https://github.com/keras-team/keras/pull/17246
* gowthamkpr made their first contribution in https://github.com/keras-team/keras/pull/17341
* Mirandatz made their first contribution in https://github.com/keras-team/keras/pull/17346
* NourEldin-Osama made their first contribution in https://github.com/keras-team/keras/pull/17374
* izam-mohammed made their first contribution in https://github.com/keras-team/keras/pull/17428
* alkatar21 made their first contribution in https://github.com/keras-team/keras/pull/17415
* wwossname made their first contribution in https://github.com/keras-team/keras/pull/17403
* awsaf49 made their first contribution in https://github.com/keras-team/keras/pull/17419
* jayfurmanek made their first contribution in https://github.com/keras-team/keras/pull/17591

**Full Changelog**: https://github.com/keras-team/keras/compare/v2.11.0...v2.12.0

Please see the release history at https://github.com/tensorflow/tensorflow/releases/tag/v2.12.0-rc0 for more details.

What's Changed
* Updated Function _create_seed() in keras.backend by sushreebarsa in https://github.com/keras-team/keras/pull/17150
* Fixed typo in keras/keras/preprocessing/text.py by KarahanS in https://github.com/keras-team/keras/pull/17159
* Changed .format to f-string for better readability by AdityaPunetha in https://github.com/keras-team/keras/pull/17170
* Use the fallback method for GRU and LSTM on ROCm if padded I/O is needed by ekuznetsov139 in https://github.com/keras-team/keras/pull/17111
* Updated broken link by sushreebarsa in https://github.com/keras-team/keras/pull/17196
* Remove unused `amsgrad` argument in SGD by lgeiger in https://github.com/keras-team/keras/pull/17197
* Delegate `finalize_variable_values` in `LossScaleOptimizerV3` by lgeiger in https://github.com/keras-team/keras/pull/17225
* Update broken link by chunduriv in https://github.com/keras-team/keras/pull/17224
* Fix `use_causal_mask=True` with `RaggedTensor` bug by haifeng-jin in https://github.com/keras-team/keras/pull/17231
* Restore update_freq functionality by myaaaaaaaaa in https://github.com/keras-team/keras/pull/17142
* support to compat python 3.11 by hongxu-jia in https://github.com/keras-team/keras/pull/17239
* Update base_layer_v1.py by kbuyukakyuz in https://github.com/keras-team/keras/pull/17246
* Added identity layer by AdityaKane2001 in https://github.com/keras-team/keras/pull/17291
* Adds show_trainable option to plot_model() by mfidabel in https://github.com/keras-team/keras/pull/17145
* Update deprecated tf.contrib by sachinprasadhs in https://github.com/keras-team/keras/pull/17344
* Update depthwise_conv2d.py by gowthamkpr in https://github.com/keras-team/keras/pull/17341
* Tzm/optional verbosity by Mirandatz in https://github.com/keras-team/keras/pull/17346
* Fixed EfficientNetV2's MBConvBlock output phase. by sebastian-sz in https://github.com/keras-team/keras/pull/17364
* Update README.md to fix wrong links by NourEldin-Osama in https://github.com/keras-team/keras/pull/17374
* Warning if categorical crossentropy is used for 2 labels by old-school-kid in https://github.com/keras-team/keras/pull/17330
* Improved the CONTRIBUTING.md file by izam-mohammed in https://github.com/keras-team/keras/pull/17428
* Updated Docs string of doc_utils.py with new apis by mohantym in https://github.com/keras-team/keras/pull/17441
* Update MHA docstrings by haifeng-jin in https://github.com/keras-team/keras/pull/17461
* Update docstrings in text_dataset by haifeng-jin in https://github.com/keras-team/keras/pull/17462
* Bugfix: Pass show_layer_activations to expand_nested calls by alkatar21 in https://github.com/keras-team/keras/pull/17415
* Fix index_directory directory structure ignoring when passing labels explicitly by wwossname in https://github.com/keras-team/keras/pull/17403
* Add `to_ordinal` feature for ordinal regression/classification by awsaf49 in https://github.com/keras-team/keras/pull/17419
* Use 4 spaces indent for Dense layer docstrings by haifeng-jin in https://github.com/keras-team/keras/pull/17472
* keras.layers.Bidirectional constructor ignores trainable argument, causing models with trainable=False layers to incorrectly be cloned by mergian in https://github.com/keras-team/keras/pull/17467
* Fix api_docs for `to_ordinal` by awsaf49 in https://github.com/keras-team/keras/pull/17485
* Less restrictive fallback logic by jayfurmanek in https://github.com/keras-team/keras/pull/17591

New Contributors
* KarahanS made their first contribution in https://github.com/keras-team/keras/pull/17159
* AdityaPunetha made their first contribution in https://github.com/keras-team/keras/pull/17170
* ekuznetsov139 made their first contribution in https://github.com/keras-team/keras/pull/17111
* hongxu-jia made their first contribution in https://github.com/keras-team/keras/pull/17239
* kbuyukakyuz made their first contribution in https://github.com/keras-team/keras/pull/17246
* gowthamkpr made their first contribution in https://github.com/keras-team/keras/pull/17341
* Mirandatz made their first contribution in https://github.com/keras-team/keras/pull/17346
* NourEldin-Osama made their first contribution in https://github.com/keras-team/keras/pull/17374
* izam-mohammed made their first contribution in https://github.com/keras-team/keras/pull/17428
* alkatar21 made their first contribution in https://github.com/keras-team/keras/pull/17415
* wwossname made their first contribution in https://github.com/keras-team/keras/pull/17403
* awsaf49 made their first contribution in https://github.com/keras-team/keras/pull/17419
* jayfurmanek made their first contribution in https://github.com/keras-team/keras/pull/17591

**Full Changelog**: https://github.com/keras-team/keras/compare/v2.11.0...v2.12.0-rc1

Please see the release history at https://github.com/tensorflow/tensorflow/releases/tag/v2.11.0 for more details.

**Full Changelog**: https://github.com/keras-team/keras/compare/v2.10.0...v2.11.0

What's Changed
* Cherrypick pull request 17225 from lgeiger:fix-mixed-precision-ema by qlzh727 in https://github.com/keras-team/keras/pull/17226


**Full Changelog**: https://github.com/keras-team/keras/compare/v2.11.0-rc2...v2.11.0-rc3