Keras Versions Save

Deep Learning for humans

v3.0.2

4 months ago

Breaking changes

There are no known breaking changes in this release compared to 3.0.1.

API changes

Add keras.random.binomial and keras.random.beta RNG functions.
Add masking support to BatchNormalization.
Add keras.losses.CTC (loss function for sequence-to-sequence tasks) as well as the lower-level operation keras.ops.ctc_loss.
Add ops.random.alpha_dropout and layers.AlphaDropout.
Add gradient accumulation support for all backends, and enable optimizer EMA for JAX and torch

Full Changelog: https://github.com/keras-team/keras/compare/v3.0.1...v3.0.2

v2.15.0

4 months ago

What's Changed

Typofixes for StringLookup documentation by @cw118 in https://github.com/keras-team/keras/pull/18333
Fix ModelCheckpoint trained-on batch counting when using steps_per_execution>1 by @jasnyj in https://github.com/keras-team/keras/pull/17632
Fix legacy optimizer handling in compile_from_config(). by @nkovela1 in https://github.com/keras-team/keras/pull/18492
Remove options arg from ModelCheckpoint callback for Keras V3 saving, streamline ModelCheckpoint saving flow. Parameterize associated tests. by @nkovela1 in https://github.com/keras-team/keras/pull/18545
Use TENSORFLOW_VERSION when available during pip_build script by @sampathweb in https://github.com/keras-team/keras/pull/18739

New Contributors

@cw118 made their first contribution in https://github.com/keras-team/keras/pull/18333
@jasnyj made their first contribution in https://github.com/keras-team/keras/pull/17632

Full Changelog: https://github.com/keras-team/keras/compare/v2.14.0...v2.15.0

v3.0.1

4 months ago

This is a minor release focused on bug fixes and performance improvements.

What's Changed

Bug fixes and performance improvements.
Add stop_evaluating and stop_predicting model attributes for callbacks, similar to stop_training.
Add keras.device() scope for managing device placement in a multi-backend way.
Support dict items in PyDataset.
Add hard_swish activation and op.
Fix cuDNN LSTM performance on TensorFlow backend.
Add a force_download arg to get_file to force cache invalidation.

Full Changelog: https://github.com/keras-team/keras/compare/v3.0.0...v3.0.1

v3.0.0

5 months ago

Major updates

See the release announcement for a detailed list of major changes. Main highlights compared to Keras 2 are:

Keras can now be run on top of JAX, PyTorch, TensorFlow, and even NumPy (note that the NumPy backend is inference-only).
New low-level keras.ops API for building cross-framework components.
New large-scale model distribution keras.distribution based on JAX.
New stateless API for layers, models, optimizers, and metrics.

Breaking changes

See this thread for a complete list of breaking changes, as well as the Keras 3 migration guide.

v2.14.0

7 months ago

What's Changed

[keras/layers/normalization] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17965
Update Python ver to 3.9 in Dockerfile by @sampathweb in https://github.com/keras-team/keras/pull/18076
[keras/saving/legacy/saved_model] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17978
[keras/metrics] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17972
Update example losses to bce- metrics/confusion_metrics.py by @Frightera in https://github.com/keras-team/keras/pull/18045
[keras/layers/regularization] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17968
[keras/applications/efficientnet.py] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17758
[keras/models] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17974
[keras/mixed_precision] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17973
Update indentation level - losses.py by @Frightera in https://github.com/keras-team/keras/pull/18043
Remove github user sushreebarsa from assignees. by @shmishra99 in https://github.com/keras-team/keras/pull/18058
[keras/preprocessing] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17977
[keras/testing_infra] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17979
[keras/benchmarks/benchmark_util.py] Use var rather than string literal for is None checks on measure_performance by @SamuelMarks in https://github.com/keras-team/keras/pull/17980
Some cleanup // Optimizers by @Frightera in https://github.com/keras-team/keras/pull/18124
[keras/layers/preprocessing] fix comments in RandomWidth, change to 'horizontally' instead of 'vertically' by @qibolee in https://github.com/keras-team/keras/pull/18113
[keras/applications] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17954
[keras/estimator] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17957
Fix CategoricalFocalCE documentation by @Frightera in https://github.com/keras-team/keras/pull/18144
[keras/utils] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17953
[keras/layers/pooling] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17966
use io_utils.print_msg in datset_utils by @pedrobrs in https://github.com/keras-team/keras/pull/18054
Update indentation level - activations.py by @Frightera in https://github.com/keras-team/keras/pull/18036
[keras/legacy_tf_layers] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17971
[keras/layers/convolutional] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17963
[keras/engine] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17956
[keras/feature_column] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17958
Fix markdown rendering issue by @sachinprasadhs in https://github.com/keras-team/keras/pull/18205
Consistently use "pickleable" instead of "picklable" by @NicoWeio in https://github.com/keras-team/keras/pull/18140
Use prefetch() after batching // image_dataset.py by @Frightera in https://github.com/keras-team/keras/pull/18160
Update Argument padding for zero_padding1d.py by @SuryanarayanaY in https://github.com/keras-team/keras/pull/18223
RGB image data is not grayscale image data by @misterrioes in https://github.com/keras-team/keras/pull/18133
updated read.me by @VaishnaviMudaliar in https://github.com/keras-team/keras/pull/18226
Fixed the typo in policy.py by @tilakrayal in https://github.com/keras-team/keras/pull/18233
Update example losses @ probabilistic_metrics.py by @Frightera in https://github.com/keras-team/keras/pull/18234
Fixed "reset_state" of R2Score metric by @pdyakov in https://github.com/keras-team/keras/pull/18251
Ignore hidden folders for image_dataset_from_directory by @sachinprasadhs in https://github.com/keras-team/keras/pull/18177
Improve error message for input data to fit. by @tomrtk in https://github.com/keras-team/keras/pull/18042
refactor: _log_epoch_metrics() by @arjun-234 in https://github.com/keras-team/keras/pull/18274
Refactor test cases to improve unit test quality by @freddiewanah in https://github.com/keras-team/keras/pull/18303
typo in disable_interactie_logging by @ganeshiva in https://github.com/keras-team/keras/pull/18314
Removes Python 3.8 support by @sampathweb in https://github.com/keras-team/keras/pull/18332
Update requirements.txt by @qlzh727 in https://github.com/keras-team/keras/pull/18382

New Contributors

@sampathweb made their first contribution in https://github.com/keras-team/keras/pull/18076
@shmishra99 made their first contribution in https://github.com/keras-team/keras/pull/18058
@qibolee made their first contribution in https://github.com/keras-team/keras/pull/18113
@pedrobrs made their first contribution in https://github.com/keras-team/keras/pull/18054
@NicoWeio made their first contribution in https://github.com/keras-team/keras/pull/18140
@SuryanarayanaY made their first contribution in https://github.com/keras-team/keras/pull/18223
@misterrioes made their first contribution in https://github.com/keras-team/keras/pull/18133
@VaishnaviMudaliar made their first contribution in https://github.com/keras-team/keras/pull/18226
@pdyakov made their first contribution in https://github.com/keras-team/keras/pull/18251
@tomrtk made their first contribution in https://github.com/keras-team/keras/pull/18042
@arjun-234 made their first contribution in https://github.com/keras-team/keras/pull/18274
@freddiewanah made their first contribution in https://github.com/keras-team/keras/pull/18303
@ganeshiva made their first contribution in https://github.com/keras-team/keras/pull/18314

Full Changelog: https://github.com/keras-team/keras/compare/v2.13.1...v2.14.0

v2.14.0-rc0

8 months ago

What's Changed

[keras/layers/normalization] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17965
Update Python ver to 3.9 in Dockerfile by @sampathweb in https://github.com/keras-team/keras/pull/18076
[keras/saving/legacy/saved_model] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17978
[keras/metrics] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17972
Update example losses to bce- metrics/confusion_metrics.py by @Frightera in https://github.com/keras-team/keras/pull/18045
[keras/layers/regularization] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17968
[keras/applications/efficientnet.py] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17758
[keras/models] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17974
[keras/mixed_precision] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17973
Update indentation level - losses.py by @Frightera in https://github.com/keras-team/keras/pull/18043
Remove github user sushreebarsa from assignees. by @shmishra99 in https://github.com/keras-team/keras/pull/18058
[keras/preprocessing] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17977
[keras/testing_infra] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17979
[keras/benchmarks/benchmark_util.py] Use var rather than string literal for is None checks on measure_performance by @SamuelMarks in https://github.com/keras-team/keras/pull/17980
Some cleanup // Optimizers by @Frightera in https://github.com/keras-team/keras/pull/18124
[keras/layers/preprocessing] fix comments in RandomWidth, change to 'horizontally' instead of 'vertically' by @qibolee in https://github.com/keras-team/keras/pull/18113
[keras/applications] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17954
[keras/estimator] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17957
Fix CategoricalFocalCE documentation by @Frightera in https://github.com/keras-team/keras/pull/18144
[keras/utils] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17953
[keras/layers/pooling] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17966
use io_utils.print_msg in datset_utils by @pedrobrs in https://github.com/keras-team/keras/pull/18054
Update indentation level - activations.py by @Frightera in https://github.com/keras-team/keras/pull/18036
[keras/legacy_tf_layers] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17971
[keras/layers/convolutional] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17963
[keras/engine] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17956
[keras/feature_column] Standardise docstring usage of "Default to" by @SamuelMarks in https://github.com/keras-team/keras/pull/17958
Fix markdown rendering issue by @sachinprasadhs in https://github.com/keras-team/keras/pull/18205
Consistently use "pickleable" instead of "picklable" by @NicoWeio in https://github.com/keras-team/keras/pull/18140
Use prefetch() after batching // image_dataset.py by @Frightera in https://github.com/keras-team/keras/pull/18160
Update Argument padding for zero_padding1d.py by @SuryanarayanaY in https://github.com/keras-team/keras/pull/18223
RGB image data is not grayscale image data by @misterrioes in https://github.com/keras-team/keras/pull/18133
updated read.me by @VaishnaviMudaliar in https://github.com/keras-team/keras/pull/18226
Fixed the typo in policy.py by @tilakrayal in https://github.com/keras-team/keras/pull/18233
Update example losses @ probabilistic_metrics.py by @Frightera in https://github.com/keras-team/keras/pull/18234
Fixed "reset_state" of R2Score metric by @pdyakov in https://github.com/keras-team/keras/pull/18251
Ignore hidden folders for image_dataset_from_directory by @sachinprasadhs in https://github.com/keras-team/keras/pull/18177
Improve error message for input data to fit. by @tomrtk in https://github.com/keras-team/keras/pull/18042
refactor: _log_epoch_metrics() by @arjun-234 in https://github.com/keras-team/keras/pull/18274
Refactor test cases to improve unit test quality by @freddiewanah in https://github.com/keras-team/keras/pull/18303
typo in disable_interactie_logging by @ganeshiva in https://github.com/keras-team/keras/pull/18314
Removes Python 3.8 support by @sampathweb in https://github.com/keras-team/keras/pull/18332

New Contributors

@sampathweb made their first contribution in https://github.com/keras-team/keras/pull/18076
@shmishra99 made their first contribution in https://github.com/keras-team/keras/pull/18058
@qibolee made their first contribution in https://github.com/keras-team/keras/pull/18113
@pedrobrs made their first contribution in https://github.com/keras-team/keras/pull/18054
@NicoWeio made their first contribution in https://github.com/keras-team/keras/pull/18140
@SuryanarayanaY made their first contribution in https://github.com/keras-team/keras/pull/18223
@misterrioes made their first contribution in https://github.com/keras-team/keras/pull/18133
@VaishnaviMudaliar made their first contribution in https://github.com/keras-team/keras/pull/18226
@pdyakov made their first contribution in https://github.com/keras-team/keras/pull/18251
@tomrtk made their first contribution in https://github.com/keras-team/keras/pull/18042
@arjun-234 made their first contribution in https://github.com/keras-team/keras/pull/18274
@freddiewanah made their first contribution in https://github.com/keras-team/keras/pull/18303
@ganeshiva made their first contribution in https://github.com/keras-team/keras/pull/18314

Full Changelog: https://github.com/keras-team/keras/compare/v2.13.1...v2.14.0-rc0

v2.13.1

10 months ago

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
Cherrypick Sequential serialization bug fix for r2.13 by @nkovela1 in https://github.com/keras-team/keras/pull/18258

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

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

v2.13.1-rc1

10 months ago

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

v2.13.1-rc0

11 months ago

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

v2.12.0

1 year ago

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