Please see the release history at https://github.com/tensorflow/tensorflow/releases/tag/v2.11.0-rc1 for more details.
What's Changed
* Fix TypeError positional argument when LossScalerOptimizer is used conjointly with tfa wrappers by lucasdavid in https://github.com/keras-team/keras/pull/16332
* Add type check to axis by sachinprasadhs in https://github.com/keras-team/keras/pull/16208
* minor documention fix by bmatschke in https://github.com/keras-team/keras/pull/16331
* Fix typos in data_adapter.py by taegeonum in https://github.com/keras-team/keras/pull/16326
* Add `exclude_from_weight_decay` to AdamW by markub3327 in https://github.com/keras-team/keras/pull/16274
* Switching learning/brain dependency to OSS compatible test_util by copybara-service in https://github.com/keras-team/keras/pull/16362
* Typo fix in LSTM docstring by peskaf in https://github.com/keras-team/keras/pull/16364
* Copy loss and metric to prevent side effect by drauh in https://github.com/keras-team/keras/pull/16360
* Denormalization layer by markub3327 in https://github.com/keras-team/keras/pull/16350
* Fix `reset_states` not working when invoked within a `tf.function` in graph mode. by copybara-service in https://github.com/keras-team/keras/pull/16400
* Reduce the complexity of the base layer by pulling out the logic related to handling call function args to a separate class. by copybara-service in https://github.com/keras-team/keras/pull/16375
* Add subset="both" functionality to {image|text}_dataset_from_directory() by Haaris-Rahman in https://github.com/keras-team/keras/pull/16413
* Fix non-float32 efficientnet calls by hctomkins in https://github.com/keras-team/keras/pull/16402
* Fix prediction with structured output by itmo153277 in https://github.com/keras-team/keras/pull/16408
* Add reference to resource variables. by sachinprasadhs in https://github.com/keras-team/keras/pull/16409
* added audio_dataset.py by hazemessamm in https://github.com/keras-team/keras/pull/16388
* Fix Syntax error for combined_model.compile of WideDeepModel by gadagashwini in https://github.com/keras-team/keras/pull/16447
* Missing `f` prefix on f-strings fix by code-review-doctor in https://github.com/keras-team/keras/pull/16459
* Update CONTRIBUTING.md by rthadur in https://github.com/keras-team/keras/pull/15998
* adds split_dataset utility by prakashsellathurai in https://github.com/keras-team/keras/pull/16398
* Support increasing batch size by markus-hinsche in https://github.com/keras-team/keras/pull/16337
* Add ConvNeXt models by sayakpaul in https://github.com/keras-team/keras/pull/16421
* Fix OrthogonalRegularizer to implement the (1,1) matrix norm by Kiwiakos in https://github.com/keras-team/keras/pull/16521
* fix: weight keys so that imagenet init works by sayakpaul in https://github.com/keras-team/keras/pull/16528
* Preprocess input correction by AdityaKane2001 in https://github.com/keras-team/keras/pull/16527
* Fix typo in documentation by sushreebarsa in https://github.com/keras-team/keras/pull/16534
* Update index_lookup.py by tilakrayal in https://github.com/keras-team/keras/pull/16460
* update codespaces bazel install by haifeng-jin in https://github.com/keras-team/keras/pull/16575
* reduce too long lines in engine/ by haifeng-jin in https://github.com/keras-team/keras/pull/16579
* Fix typos by eltociear in https://github.com/keras-team/keras/pull/16568
* Fix mixed precision serialization of group convs by lgeiger in https://github.com/keras-team/keras/pull/16571
* reduce layers line-too-long by haifeng-jin in https://github.com/keras-team/keras/pull/16580
* resolve line-too-long in root directory by haifeng-jin in https://github.com/keras-team/keras/pull/16584
* resolve line-too-long in metrics by haifeng-jin in https://github.com/keras-team/keras/pull/16586
* resolve line-too-long in optimizers by haifeng-jin in https://github.com/keras-team/keras/pull/16587
* resolve line-too-long in distribute by haifeng-jin in https://github.com/keras-team/keras/pull/16594
* resolve line-too-long in integration_test by haifeng-jin in https://github.com/keras-team/keras/pull/16599
* resovle line-too-long in legacy-tf-layers by haifeng-jin in https://github.com/keras-team/keras/pull/16600
* resolve line-too-long in initializers by haifeng-jin in https://github.com/keras-team/keras/pull/16598
* resolve line-too-long in api by haifeng-jin in https://github.com/keras-team/keras/pull/16592
* resolve line-too-long in benchmarks by haifeng-jin in https://github.com/keras-team/keras/pull/16593
* resolve line-too-long in feature_column by haifeng-jin in https://github.com/keras-team/keras/pull/16597
* resolve line-too-long in datasets by haifeng-jin in https://github.com/keras-team/keras/pull/16591
* resolve line-too-long in dtensor by haifeng-jin in https://github.com/keras-team/keras/pull/16595
* resolve line-too-long in estimator by haifeng-jin in https://github.com/keras-team/keras/pull/16596
* resolve line-too-long in applications by haifeng-jin in https://github.com/keras-team/keras/pull/16590
* resolve line-too-long in mixed_precision by haifeng-jin in https://github.com/keras-team/keras/pull/16605
* resolve line-too-long in models by haifeng-jin in https://github.com/keras-team/keras/pull/16606
* resolve line-too-long in premade_models by haifeng-jin in https://github.com/keras-team/keras/pull/16608
* resolve line-too-long in tests by haifeng-jin in https://github.com/keras-team/keras/pull/16613
* resolve line-too-long in testing_infra by haifeng-jin in https://github.com/keras-team/keras/pull/16612
* resolve line-too-long in saving by haifeng-jin in https://github.com/keras-team/keras/pull/16611
* resolve line-too-long in preprocessing by haifeng-jin in https://github.com/keras-team/keras/pull/16609
* resolve line-too-long in utils by haifeng-jin in https://github.com/keras-team/keras/pull/16614
* Optimize L2 Regularizer (use tf.nn.l2_loss) by szutenberg in https://github.com/keras-team/keras/pull/16537
* let the linter ignore certain lines, prepare to enforce line length by haifeng-jin in https://github.com/keras-team/keras/pull/16617
* Fix typo by m-ahmadi in https://github.com/keras-team/keras/pull/16607
* Explicitely set `AutoShardPolicy.DATA` for `TensorLike` datasets by lgeiger in https://github.com/keras-team/keras/pull/16604
* Fix all flake8 errors by haifeng-jin in https://github.com/keras-team/keras/pull/16621
* Update lint.yml by haifeng-jin in https://github.com/keras-team/keras/pull/16648
* Fix typo error of tf.compat.v1.keras.experimental for export and load model by gadagashwini in https://github.com/keras-team/keras/pull/16636
* Fix documentation in keras.datasets.imdb by luckynozomi in https://github.com/keras-team/keras/pull/16673
* Update __init__.py by Wehzie in https://github.com/keras-team/keras/pull/16557
* Fix documentation in keras.layers.attention.multi_head_attention by balvisio in https://github.com/keras-team/keras/pull/16683
* Fix missed parameter from AUC config by weipeilun in https://github.com/keras-team/keras/pull/16499
* Fix bug for KerasTensor._keras_mask should be None by haifeng-jin in https://github.com/keras-team/keras/pull/16689
* Fixed some spellings by synandi in https://github.com/keras-team/keras/pull/16693
* Fix batchnorm momentum in ResNetRS by shkarupa-alex in https://github.com/keras-team/keras/pull/16726
* Add variable definitions in optimizer usage example by miker2241 in https://github.com/keras-team/keras/pull/16731
* Fixed issue 16749 by asukakenji in https://github.com/keras-team/keras/pull/16751
* Fix usage of deprecated Pillow interpolation methods by neoaggelos in https://github.com/keras-team/keras/pull/16746
* :memo: Add typing to some callback classes by gabrieldemarmiesse in https://github.com/keras-team/keras/pull/16692
* Add support for Keras mask & causal mask to MultiHeadAttention by ageron in https://github.com/keras-team/keras/pull/16619
* Update standard name by chunduriv in https://github.com/keras-team/keras/pull/16772
* Fix error when labels contains brackets when plotting model by cBournhonesque in https://github.com/keras-team/keras/pull/16739
* Fixing the incorrect link in input_layer.py by tilakrayal in https://github.com/keras-team/keras/pull/16767
* Formatted callback.py to render correctly by jvishnuvardhan in https://github.com/keras-team/keras/pull/16765
* Fixed typo in docs by ltiao in https://github.com/keras-team/keras/pull/16778
* docs: Fix a few typos by timgates42 in https://github.com/keras-team/keras/pull/16789
* Add ignore_class to sparse crossentropy and IoU by lucasdavid in https://github.com/keras-team/keras/pull/16712
* Updated f-string method by cyai in https://github.com/keras-team/keras/pull/16799
* Fix NASNet input shape computation by ianstenbit in https://github.com/keras-team/keras/pull/16818
* Fix incorrect ref. to learning_rate_schedule during module import by lucasdavid in https://github.com/keras-team/keras/pull/16813
* Fixing the incorrect link in backend.py by tilakrayal in https://github.com/keras-team/keras/pull/16806
* Corrected DepthwiseConv1D docstring by AdityaKane2001 in https://github.com/keras-team/keras/pull/16807
* Typo and grammar: "recieved" by ehrencrona in https://github.com/keras-team/keras/pull/16814
* Fix typo in doc by DyeKuu in https://github.com/keras-team/keras/pull/16821
* Update README.md by freddy1020 in https://github.com/keras-team/keras/pull/16823
* Updated f-string method by cyai in https://github.com/keras-team/keras/pull/16775
* Add `is_legacy_optimizer` to optimizer config to keep saving/loading consistent. by copybara-service in https://github.com/keras-team/keras/pull/16842
* Used Flynt to update f-string method by cyai in https://github.com/keras-team/keras/pull/16774
* CONTRIBUTING.md file updated by nivasgopi30 in https://github.com/keras-team/keras/pull/16084
* Updated f-string method by cyai in https://github.com/keras-team/keras/pull/16777
* added an encoding parameter to TextVectorization layer by tonyrubanraj in https://github.com/keras-team/keras/pull/16805
* Incorrectly rendered table by chunduriv in https://github.com/keras-team/keras/pull/16839
* fix(v1): avoid calling training_v1.Model.metrics during PREDICT by s22chan in https://github.com/keras-team/keras/pull/16603
* Update `tf.keras.preprocessing.image*` to `tf.keras.utils*` by chunduriv in https://github.com/keras-team/keras/pull/16864
* Updating get_file() to respect KERAS_HOME environment variable by adrianjhpc in https://github.com/keras-team/keras/pull/16877
* Add f-string format and check with flynt for the whole codebase by edumucelli in https://github.com/keras-team/keras/pull/16872
* configurable `distribute_reduction_method` in Model. by kretes in https://github.com/keras-team/keras/pull/16664
* Fix docs of `metrics` parameter in `compile` by matangover in https://github.com/keras-team/keras/pull/16893
* [Refactoring] making the code more Succinct and Pythonic by maldil in https://github.com/keras-team/keras/pull/16874
* Fix Value Error for Units of tf.keras.layers.LSTM by gadagashwini in https://github.com/keras-team/keras/pull/16929
* Fix Value error for Units of tf.keras.layers.SimpleRNN by gadagashwini in https://github.com/keras-team/keras/pull/16926
* Fix value error for Units of tf.keras.layers.Dense by gadagashwini in https://github.com/keras-team/keras/pull/16921
* Fixed: 16936 broken hyperlink by Anselmoo in https://github.com/keras-team/keras/pull/16937
* Fix Value error of tf.keras.layers.GRU by gadagashwini in https://github.com/keras-team/keras/pull/16963
* Update `Returns` section in `compute_output_shape` by chunduriv in https://github.com/keras-team/keras/pull/16955
* Implement compute_output_shape() method for MultiHeadAttention 16951 by Pouyanpi in https://github.com/keras-team/keras/pull/16989
* Typo fixed by edwardyehuang in https://github.com/keras-team/keras/pull/17000
* PR for solving issue 16797 by JaimeArboleda in https://github.com/keras-team/keras/pull/16870
* Add imports to base_rnn example by beyarkay in https://github.com/keras-team/keras/pull/17025
* Update conv layer docs to reflect lack of CPU support for channels_first by ianstenbit in https://github.com/keras-team/keras/pull/17034
* Fixed Broken link of paper jozefowicz15 et al by mohantym in https://github.com/keras-team/keras/pull/17038
* GitHub Workflows security hardening by sashashura in https://github.com/keras-team/keras/pull/17050
* Update normalization.py to fix a bug when "denormalizing" by Vincent-SV in https://github.com/keras-team/keras/pull/17054
* Fix IndexError when outs is empty by rhelmeczi in https://github.com/keras-team/keras/pull/17081
* Fix typos in docstrings by pitmonticone in https://github.com/keras-team/keras/pull/17096
* EarlyStopping add initial warm-up 16793 by inonbe in https://github.com/keras-team/keras/pull/17022
* More Tests for customizable reduction strategy in model by lucasdavid in https://github.com/keras-team/keras/pull/16922
* Fix Batch Normalization inference behavior when virtual_batch_size is set by myaaaaaaaaa in https://github.com/keras-team/keras/pull/17065
* Include dictionary comprehension by boneyag in https://github.com/keras-team/keras/pull/17119
* Fixes ConvNeXt and RegNet when input_tensor is given by shanejohnpaul in https://github.com/keras-team/keras/pull/17068
* Cherrypick the fix for zlib by qlzh727 in https://github.com/keras-team/keras/pull/17153
* Cherrypick all the fixes since last branch cut to r2.11. by qlzh727 in https://github.com/keras-team/keras/pull/17160
* Cherrypick 2 more changes for the optimizer docstring fix. by qlzh727 in https://github.com/keras-team/keras/pull/17165
New Contributors
* bmatschke made their first contribution in https://github.com/keras-team/keras/pull/16331
* taegeonum made their first contribution in https://github.com/keras-team/keras/pull/16326
* markub3327 made their first contribution in https://github.com/keras-team/keras/pull/16274
* peskaf made their first contribution in https://github.com/keras-team/keras/pull/16364
* Haaris-Rahman made their first contribution in https://github.com/keras-team/keras/pull/16413
* hctomkins made their first contribution in https://github.com/keras-team/keras/pull/16402
* itmo153277 made their first contribution in https://github.com/keras-team/keras/pull/16408
* hazemessamm made their first contribution in https://github.com/keras-team/keras/pull/16388
* prakashsellathurai made their first contribution in https://github.com/keras-team/keras/pull/16398
* markus-hinsche made their first contribution in https://github.com/keras-team/keras/pull/16337
* sayakpaul made their first contribution in https://github.com/keras-team/keras/pull/16421
* Kiwiakos made their first contribution in https://github.com/keras-team/keras/pull/16521
* tilakrayal made their first contribution in https://github.com/keras-team/keras/pull/16460
* eltociear made their first contribution in https://github.com/keras-team/keras/pull/16568
* szutenberg made their first contribution in https://github.com/keras-team/keras/pull/16537
* m-ahmadi made their first contribution in https://github.com/keras-team/keras/pull/16607
* luckynozomi made their first contribution in https://github.com/keras-team/keras/pull/16673
* Wehzie made their first contribution in https://github.com/keras-team/keras/pull/16557
* balvisio made their first contribution in https://github.com/keras-team/keras/pull/16683
* weipeilun made their first contribution in https://github.com/keras-team/keras/pull/16499
* synandi made their first contribution in https://github.com/keras-team/keras/pull/16693
* shkarupa-alex made their first contribution in https://github.com/keras-team/keras/pull/16726
* miker2241 made their first contribution in https://github.com/keras-team/keras/pull/16731
* asukakenji made their first contribution in https://github.com/keras-team/keras/pull/16751
* neoaggelos made their first contribution in https://github.com/keras-team/keras/pull/16746
* cBournhonesque made their first contribution in https://github.com/keras-team/keras/pull/16739
* ltiao made their first contribution in https://github.com/keras-team/keras/pull/16778
* timgates42 made their first contribution in https://github.com/keras-team/keras/pull/16789
* cyai made their first contribution in https://github.com/keras-team/keras/pull/16799
* ianstenbit made their first contribution in https://github.com/keras-team/keras/pull/16818
* ehrencrona made their first contribution in https://github.com/keras-team/keras/pull/16814
* DyeKuu made their first contribution in https://github.com/keras-team/keras/pull/16821
* freddy1020 made their first contribution in https://github.com/keras-team/keras/pull/16823
* nivasgopi30 made their first contribution in https://github.com/keras-team/keras/pull/16084
* tonyrubanraj made their first contribution in https://github.com/keras-team/keras/pull/16805
* s22chan made their first contribution in https://github.com/keras-team/keras/pull/16603
* adrianjhpc made their first contribution in https://github.com/keras-team/keras/pull/16877
* edumucelli made their first contribution in https://github.com/keras-team/keras/pull/16872
* kretes made their first contribution in https://github.com/keras-team/keras/pull/16664
* matangover made their first contribution in https://github.com/keras-team/keras/pull/16893
* maldil made their first contribution in https://github.com/keras-team/keras/pull/16874
* Anselmoo made their first contribution in https://github.com/keras-team/keras/pull/16937
* Pouyanpi made their first contribution in https://github.com/keras-team/keras/pull/16989
* edwardyehuang made their first contribution in https://github.com/keras-team/keras/pull/17000
* JaimeArboleda made their first contribution in https://github.com/keras-team/keras/pull/16870
* beyarkay made their first contribution in https://github.com/keras-team/keras/pull/17025
* mohantym made their first contribution in https://github.com/keras-team/keras/pull/17038
* sashashura made their first contribution in https://github.com/keras-team/keras/pull/17050
* Vincent-SV made their first contribution in https://github.com/keras-team/keras/pull/17054
* rhelmeczi made their first contribution in https://github.com/keras-team/keras/pull/17081
* pitmonticone made their first contribution in https://github.com/keras-team/keras/pull/17096
* inonbe made their first contribution in https://github.com/keras-team/keras/pull/17022
* myaaaaaaaaa made their first contribution in https://github.com/keras-team/keras/pull/17065
* boneyag made their first contribution in https://github.com/keras-team/keras/pull/17119
* shanejohnpaul made their first contribution in https://github.com/keras-team/keras/pull/17068
**Full Changelog**: https://github.com/keras-team/keras/compare/v2.10.0...v2.11.0-rc1