keras-team/keras: Deep Learning for humans

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Star history of keras
Issue history of keras

keras Recent Issues

Issue Title State Comments Created Date Updated Date Closed Date
Saving a model with SparseCategoricalCrossentropy loss breaks subsequent training open 0 2023-01-31 2023-01-25 -
InvalidArgumentError: Value for attr 'dtype' of bfloat16 is not in the list of allowed values: uint8, int32, int64, half, float, double open 4 2023-01-31 2023-01-25 -
What are tf.IndexedSlices and dense gradients? Why do a keras optimizer distinguish between them? open 1 2023-01-30 2023-02-01 -
Updating network weights using only a specific portion of batch samples open 0 2023-01-28 2023-01-25 -
Broken normalization layer save and load: very different results when using a model after it has been dumped to disk and reloaded if it uses normalization layers open 5 2023-01-27 2023-02-01 -
Output shape argument description in tf.keras.layers.MultiHeadAttention possibly wrong. open 0 2023-01-26 2023-01-25 -
Keras generates non-unique names for stateful LSTM's states open 0 2023-01-25 2023-02-01 -
keras.layers.Bidirectional constructor ignores trainable argument, causing models with trainable=False layers to incorrectly be cloned closed 1 2023-01-24 2023-02-01 2023-01-27
Found a possible security concern open 0 2023-01-22 2023-01-25 -
Memory leak when using tf.Model and tf.Model.fit() in a loop. clear_session() does not help open 3 2023-01-22 2023-01-25 -
Two RandomFlip layers with same seed do not return the same result open 3 2023-01-21 2023-02-01 -
`amsgrad=True` of Adam optimizer causes InvalidArgumentError on TPU closed 5 2023-01-21 2023-02-01 2023-01-30
model.fit() uses same chunk of validation data for all evaluation steps open 2 2023-01-20 2023-01-25 -
keras.layers.Conv2D with dilation_rate > 1 becomes SpaceToBatchNd-Conv2D-BatchToSpaceNd in tflite conversion open 2 2023-01-19 2023-01-25 -
keras.layers.Bidirectional is missing argument "states", which is defined for keras.layers.RNN open 3 2023-01-19 2023-02-01 -
Dividing MNIST image into blocks (without overlapping) and run simple CNN through different blocks. Found 4 input samples and 60000 target samples. open 2 2023-01-19 2023-01-25 -
Gradients are [None,...] in text GAN model open 4 2023-01-18 2023-01-25 -
keras.preprocessing.image.DirectoryIterator should perform the same checks as keras.preprocessing.image.DataFrameIterator open 0 2023-01-18 2023-01-25 -
cannot find reference 'keras in __init__ py __init__ py open 2 2023-01-18 2023-02-01 -
Missing methods to easily access reset_state and states within keras.Model open 7 2023-01-18 2023-01-25 -
`test_model_with_brackets_in_shape` test in vis_utils_test.py is failing closed 5 2023-01-17 2023-02-01 2023-01-27
Model save issues with custom optimizer - DPKerasSGDOptimizer open 2 2023-01-17 2023-01-25 -
Feature extraction in pretrained model: different result from keras 2.3 to keras 2.4 open 2 2023-01-16 2023-01-25 -
Enable the discussion section. closed 3 2023-01-16 2023-01-25 2023-01-24
keras.models.clone_model creates different weight names for RNN layers open 6 2023-01-16 2023-01-25 -
RuntimeError: `merge_call` called while defining a new graph or a tf.function. closed 25 2023-01-15 2023-01-25 2023-01-26
Non adaptable FeatureSpace features open 1 2023-01-14 2023-01-25 -
New optimizers fail to load CUDA installed through conda open 3 2023-01-13 2023-01-25 -
Functional model computes wrong output signature in mixed_fp16 open 3 2023-01-13 2023-02-01 -
Updates to pydot dependency in `plot_model` closed 3 2023-01-12 2023-01-25 2023-01-27
tf.keras.mixed_precision.LossScaleOptimizer causes Graph execution error when using tfa.optimizers.MultiOptimizer and mixed_precision open 9 2023-01-12 2023-01-25 -
Not sure how to solve this bug: "WARNING:tensorflow:Detecting that an object or model or tf.train.Checkpoint." closed 1 2023-01-12 2023-02-01 2023-01-12
Issues in tf.keras.utils.timeseries_dataset_from_array open 4 2023-01-12 2023-01-31 -
Sequential models should let you add multiple layers at once closed 7 2023-01-11 2023-01-31 2023-01-26
`GroupNormalization` layer does not compute broadcast shape correctly for specified axis open 2 2023-01-07 2023-01-27 -
Cant slice along batch for MixtureSameDistribution produced by Keras layer open 5 2023-01-07 2023-01-27 -
ImageDataGenerator Issue: "height_shift_range" shifts the image horizontally and "width_shift_range" shifts the image vertically open 2 2023-01-06 2023-01-27 -
Mirrored strategy keras model.fit failure open 11 2023-01-05 2023-01-28 -
’model.load_weight‘ does not work in a particular framework's subclasses model and does not report an error closed 4 2023-01-04 2023-01-28 2023-01-12
`expand_nested=True` not working same for `model.summary` and `tf.keras.utils.plot_model` closed 5 2023-01-04 2023-01-28 2023-01-27
`timeseries_dataset_from_array` gives empty output on edge case open 2 2023-01-04 2023-01-27 -
Adam (and other adaptive algorithms) use epsilon the wrong way closed 6 2023-01-04 2023-01-27 2023-01-26
Computing gradients for KerasTensors and allowing other operations closed 3 2023-01-02 2023-01-27 2023-01-17
No shape mismatch error with different shapes of outputs and targets with tf.keras.losses.BinaryCrossentropy() closed 6 2023-01-02 2023-01-27 2023-01-26
invalid syntax trainer.trainModel() closed 7 2023-01-01 2023-01-27 2023-01-16
ConvNeXt `classifier_activation=softmax` returns linear layer closed 3 2022-12-31 2023-01-27 2023-01-02
Augmentation layers only active during training! closed 8 2022-12-31 2023-02-01 2023-01-12
using a custom layer, loaded_model cannot give the same predicted value compared with original model [results not reproducible] open 5 2022-12-30 2023-01-27 -
Transform label to ordinal_regression label closed 5 2022-12-30 2023-01-26 2023-01-26
Serializing a `tf.keras.Model` in half-precision open 11 2022-12-30 2023-01-25 -