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naturalis / sdmdl

Species Distribution Modelling using Deep Learning
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Update keras to 3.0.4 #448

Closed pyup-bot closed 8 months ago

pyup-bot commented 9 months ago

This PR updates keras from 2.2.5 to 3.0.4.

Changelog ### 3.0.4 ``` This is a minor release with improvements to the LoRA API required by the next release of KerasNLP. **Full Changelog**: https://github.com/keras-team/keras/compare/v3.0.3...v3.0.4 ``` ### 3.0.3 ``` This is a minor Keras release. What's Changed * Add built-in LoRA (low-rank adaptation) API to all relevant layers (`Dense`, `EinsumDense`, `Embedding`). * Add `SwapEMAWeights` callback to make it easier to evaluate model metrics using EMA weights during training. * All `DataAdapters` now create a native iterator for each backend, improving performance. * Add built-in prefetching for JAX, improving performance. * The `bfloat16` dtype is now allowed in the global `set_dtype` configuration utility. * Bug fixes and performance improvements. New Contributors * kiraksi made their first contribution in https://github.com/keras-team/keras/pull/18977 * dugujiujian1999 made their first contribution in https://github.com/keras-team/keras/pull/19010 * neo-alex made their first contribution in https://github.com/keras-team/keras/pull/18997 * anas-rz made their first contribution in https://github.com/keras-team/keras/pull/19057 **Full Changelog**: https://github.com/keras-team/keras/compare/v3.0.2...v3.0.3 ``` ### 3.0.2 ``` 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 ``` ### 3.0.1 ``` 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 ``` ### 3.0.0 ``` Major updates See the [release announcement](https://keras.io/keras_3/) 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](https://github.com/keras-team/keras/issues/18467) for a complete list of breaking changes, as well as the [Keras 3 migration guide](https://keras.io/guides/migrating_to_keras_3/). ``` ### 2.15.0 ``` 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 ``` ### 2.14.0 ``` 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 ``` ### 2.14.0rc0 ``` 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 ``` ### 2.13.1 ``` 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 ``` ### 2.13.1rc1 ``` 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 ``` ### 2.13.1rc0 ``` 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 ``` ### 2.12.0 ``` 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 ``` ### 2.12.0rc1 ``` 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 ``` ### 2.11.0 ``` 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 ``` ### 2.11.0rc3 ``` 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 ``` ### 2.11.0rc2 ``` What's Changed * Cherrypick for cl/482011499: Throw error on deprecated fields. by qlzh727 in https://github.com/keras-team/keras/pull/17179 **Full Changelog**: https://github.com/keras-team/keras/compare/v2.11.0-rc1...v2.11.0-rc2 ``` ### 2.11.0rc1 ``` 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
pyup-bot commented 8 months ago

Closing this in favor of #453