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Updated Review Classification using Active Learning example for Keras v3

1

Updates the "Review Classification using Active Learning" example to support Keras v3.

lpizzinidev

Updated Automatic Speech Recognition using CTC example for Keras v3

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Updates the "Automatic Speech Recognition using CTC" example to support Keras v3.

lpizzinidev

Migrating Evaluating and exporting scikit-learn metrics in a Keras callback example to Keras 3

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This PR changes the [Evaluating and exporting scikit-learn metrics in a Keras callback](https://keras.io/examples/keras_recipes/sklearn_metric_callbacks/) example to keras 3.0 [TF Only Backend]. For example, here is the notebook link provided: https://colab.research.google.com/drive/1rG2dhTVwJI4_FV3zgNtaxeq2lF7TN-Y1?usp=sharing cc:...

sitammeur

Add Token Classification / Named Entity Recongnition (NER) Example with KerasNLP

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### Issue Type Feature Request ### Keras Version Keras 3 ### Current Behavior? Token Classification, also known as Named Entity Recognition (NER), is a highly popular and intriguing problem in...

awsaf49

jit_compile control in `BaseImageAugmentationLayer`

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This is just a follow-up of https://github.com/keras-team/keras-cv/issues/165#issuecomment-1083502165 @qlzh727 What do you think about adding an extra parameter to the base class for jit_compile? https://github.com/keras-team/keras/blob/master/keras/layers/preprocessing/image_preprocessing.py#L413-L414 So that we could optionally use...

bhack

Changes related to TF backend compatibility check for Vision Transformer on small datasets

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This PR caters to address changes required to convert vit_small_ds.py to Keras 3 with Tensorflow backend. This PR does not add backend_agnostic changes.

pksX01

reading MFCC features from CSV files instead of extracted them on the fly.

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In this Tutorial ([keras-io](https://github.com/keras-team/keras-io)/[examples](https://github.com/keras-team/keras-io/tree/master/examples)/[audio](https://github.com/keras-team/keras-io/tree/master/examples/audio)/ctc_asr.py) https://keras.io/examples/audio/ctc_asr/#:~:text=CTC%20is%20an%20algorithm%20used,create%20is%20similar%20to%20DeepSpeech2. The features had been extracted from wav files path with is in dataframe : def encode_single_sample(wav_file, label): file = tf.io.read_file(wavs_path + wav_file + ".wav") Is...

kerolos

Value error fixed in keras-io/guides/keras_nlp /transformer_pretraining.py documentation

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This code fixes the small bug in the transformer_pretraining.py documentation which leads to Value error,It has been tested `pooled_tokens = keras.layers.GlobalAveragePooling1D()(encoded_tokens[0]) encoded_tokens[0] `is giving the following error [line 437](https://github.com/keras-team/keras-io/blob/master/guides/keras_nlp/transformer_pretraining.py#L437) ```...

debrupf2946

Migrating Enhanced Deep Residual Networks for single-image super-resolution example to Keras 3 (TF-Only)

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This PR changes the [Enhanced Deep Residual Networks for single-image super-resolution](https://keras.io/examples/vision/edsr/#enhanced-deep-residual-networks-for-singleimage-superresolution) example to keras 3.0 [TF Only Backend] as requested in https://github.com/keras-team/keras-cv/issues/2211. For example, here is the notebook link provided:...

sitammeur

In keras-io/guides/keras_nlp /transformer_pretraining.py there is an documentation bug

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### Issue Type Documentation Bug ### Source source ### Keras Version keras-2.15.0 ### Custom Code No ### OS Platform and Distribution Google Colab ### Python version 3x ### GPU model...

debrupf2946