keras good first issues (Python)

Migrate internal `ops.*` calls to `backend.ops.*` about 6 hours ago

type:feature Good first issue python layers gTech-team-review-pending

keras-team/keras

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rms_normalization and layer_normalization truncate integer and bool inputs to the input dtype 12 days ago

Good first issue type:Bug backend:torch backend:tensorflow backend:jax layers

keras-team/keras

64.2K

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Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

pearson_correlation has no zero-variance guard, unlike concordance_correlation in the same file 13 days ago

Good first issue backend:torch backend:tensorflow backend:jax

keras-team/keras

64.2K

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keras.ops.cov fallback is incorrect for complex inputs 16 days ago

Good first issue type:Bug

keras-team/keras

64.2K

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`CategoricalGeneralizedCrossEntropy` and `Lamb` are missing from `ALL_OBJECTS`, so `get` and `deserialize` do not find them 16 days ago

Good first issue type:Bug

keras-team/keras

64.2K

Deep Learning for humans

Python

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Fix several Doc issues for `mobilenet`, `mobilenet_v2`, and `mobilenet_v3` 19 days ago

type:docs Good first issue

keras-team/keras

64.2K

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Python

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TestPyDataset creates backend tensors on worker threads 25 days ago

Good first issue

keras-team/keras

64.2K

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Python

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NumPy and JAX backends: `binary_crossentropy` does not return the dtype of `output` about 1 month ago

Good first issue type:Bug backend:torch backend:tensorflow backend:jax backend:OpenVino

keras-team/keras

64.2K

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Python

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result_type resolves a Python float to float16 when floatx is bfloat16 about 1 month ago

Good first issue backend:torch backend:tensorflow backend:jax

keras-team/keras

64.2K

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Python

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keras.ops.slogdet returns incorrect symbolic shape () instead of x.shape[:-2] for sign on batched matrices about 1 month ago

Good first issue type:Bug

keras-team/keras

64.2K

Deep Learning for humans

Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

keras.ops.multi_hot returns wrong dtype (inputs.dtype instead of floatx/dtype) for symbolic KerasTensors about 1 month ago

Good first issue type:Bug

keras-team/keras

64.2K

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keras.ops.batch_normalization raises AttributeError on symbolic tensors when offset is provided and scale=None about 1 month ago

Good first issue type:Bug python

keras-team/keras

64.2K

Deep Learning for humans

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keras.ops.categorical_crossentropy ignores axis argument in symbolic compute_output_spec about 1 month ago

Good first issue python

keras-team/keras

64.2K

Deep Learning for humans

Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

keras.ops.one_hot handles negative axis (< -1) inconsistently across backends about 1 month ago

Good first issue backend:torch backend:tensorflow

keras-team/keras

64.2K

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Adaptive pooling ops infer incorrect 5D shape and crash on int/list output_size about 1 month ago

Good first issue python layers

keras-team/keras

64.2K

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Python

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SimpleRNN and RandomGrayscale drop seed from get_config about 1 month ago

Good first issue type:Bug layers

keras-team/keras

64.2K

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AI Assisted Contribution Policy link is broken in PR template about 1 month ago

Good first issue

keras-team/keras

64.2K

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Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

OrbaxCheckpoint silently discards errors when finalizing checkpoints about 1 month ago

Good first issue backend:jax

keras-team/keras

64.2K

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Update all usages of `backend.is_tensor` to `backend.ops.is_tensor` about 2 months ago

Good first issue

keras-team/keras

64.2K

Deep Learning for humans

Python

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Inconsistent `ops.gelu` behavior for integer inputs across backends (NumPy silently returns zeros) about 2 months ago

Good first issue

keras-team/keras

64.2K

Deep Learning for humans

Python

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[Bug] Division by zero in gptq_quantize_matrix about 2 months ago

stat:contributions welcome Good first issue

keras-team/keras

64.2K

Deep Learning for humans

Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

Feature request: Add SparseCategoricalFocalCrossentropy 2 months ago

Good first issue pr-approved

keras-team/keras

64.2K

Deep Learning for humans

Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

[Bug] deserialize_keras_object raises AttributeError for invalid config types 5 months ago

stat:contributions welcome Good first issue type:Bug backend:tensorflow

keras-team/keras

64.2K

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Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

🚀OpenVINO Backend: GFIs for Further Development🚀 6 months ago

stat:contributions welcome type:feature Good first issue backend:OpenVino

keras-team/keras

64.2K

Deep Learning for humans

Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

[Bug] deserialize_keras_object returns dict when top-level structure is incomplete 6 months ago

stat:contributions welcome Good first issue type:Bug backend:tensorflow

keras-team/keras

64.2K

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Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

[Bug] deserialize_keras_object raises internal TypeError for malformed layer list instead of validating input 6 months ago

stat:contributions welcome Good first issue type:Bug backend:tensorflow python layers

keras-team/keras

64.2K

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Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

IntegerLookup(one_hot) reports incorrect output rank for symbolic inputs 6 months ago

stat:contributions welcome Good first issue type:Bug backend:tensorflow layers

keras-team/keras

64.2K

Deep Learning for humans

Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

[Bug] deserialize_keras_object accepts arbitrary registered_name values without validation 6 months ago

stat:contributions welcome Good first issue type:Bug backend:tensorflow python

keras-team/keras

64.2K

Deep Learning for humans

Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

[Bug] Embedding.from_config accepts float input_dim without validation 6 months ago

stat:contributions welcome Good first issue type:Bug layers

keras-team/keras

64.2K

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Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

[Bug] deserialize_keras_object accepts non-boolean values for trainable field 6 months ago

stat:contributions welcome Good first issue type:Bug python layers

keras-team/keras

64.2K

Deep Learning for humans

Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

Implement `extract_patches` operations of `tensorflow`, `torch` backend 7 months ago

stat:contributions welcome Good first issue backend:torch backend:tensorflow

keras-team/keras

64.2K

Deep Learning for humans

Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

keras.ops.cross returns incorrect symbolic output shape 7 months ago

Good first issue stat:awaiting keras-eng backend:tensorflow

keras-team/keras

64.2K

Deep Learning for humans

Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

What is correct behavior of keras.ops.eye? about 1 year ago

stat:contributions welcome Good first issue type:Bug backend:tensorflow

keras-team/keras

64.2K

Deep Learning for humans

Python

#data-science#deep-learning#jax#machine-learning#neural-networks#python#pytorch#tensorflow

keras-team/keras

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