repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/layer_test.py | keras/src/layers/layer_test.py | import pickle
from unittest import mock
import numpy as np
import pytest
from absl.testing import parameterized
from keras.src import Input
from keras.src import backend
from keras.src import dtype_policies
from keras.src import layers
from keras.src import metrics
from keras.src import models
from keras.src import o... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | true |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/attention/attention_test.py | keras/src/layers/attention/attention_test.py | import numpy as np
from keras.src import layers
from keras.src import ops
from keras.src import testing
class AttentionTest(testing.TestCase):
def test_attention_basics(self):
# No scale, no concat.
self.run_layer_test(
layers.Attention,
init_kwargs={
"scor... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/attention/additive_attention_test.py | keras/src/layers/attention/additive_attention_test.py | import numpy as np
from keras.src import layers
from keras.src import testing
class AdditiveAttentionTest(testing.TestCase):
def test_attention_basics(self):
# No scale
self.run_layer_test(
layers.AdditiveAttention,
init_kwargs={
"use_scale": True,
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/attention/multi_head_attention.py | keras/src/layers/attention/multi_head_attention.py | import math
import string
import numpy as np
from keras.src import backend
from keras.src import constraints
from keras.src import initializers
from keras.src import ops
from keras.src import regularizers
from keras.src.api_export import keras_export
from keras.src.backend.config import is_flash_attention_enabled
fro... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/attention/grouped_query_attention_test.py | keras/src/layers/attention/grouped_query_attention_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from keras.src import backend
from keras.src import initializers
from keras.src import layers
from keras.src import testing
from keras.src.backend.config import disable_flash_attention
from keras.src.backend.config import enable_flash_attention
fr... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/attention/grouped_query_attention.py | keras/src/layers/attention/grouped_query_attention.py | import math
from keras.src import constraints
from keras.src import initializers
from keras.src import ops
from keras.src import regularizers
from keras.src.api_export import keras_export
from keras.src.backend.config import is_flash_attention_enabled
from keras.src.layers.activations.softmax import Softmax
from keras... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/attention/__init__.py | keras/src/layers/attention/__init__.py | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false | |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/attention/additive_attention.py | keras/src/layers/attention/additive_attention.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.attention.attention import Attention
@keras_export("keras.layers.AdditiveAttention")
class AdditiveAttention(Attention):
"""Additive attention layer, a.k.a. Bahdanau-style attention.
Inputs are a list with 2 or 3 el... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/attention/attention.py | keras/src/layers/attention/attention.py | from keras.src import backend
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.backend import KerasTensor
from keras.src.layers.layer import Layer
@keras_export("keras.layers.Attention")
class Attention(Layer):
"""Dot-product attention layer, a.k.a. Luong-style attention.
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/attention/multi_head_attention_test.py | keras/src/layers/attention/multi_head_attention_test.py | import os
import warnings
import numpy as np
import pytest
from absl.testing import parameterized
from keras.src import backend
from keras.src import constraints
from keras.src import dtype_policies
from keras.src import initializers
from keras.src import layers
from keras.src import models
from keras.src import ops
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/merging/concatenate.py | keras/src/layers/merging/concatenate.py | import copy
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.merging.base_merge import Merge
@keras_export("keras.layers.Concatenate")
class Concatenate(Merge):
"""Concatenates a list of inputs.
It takes as input a list of tensors, all of the same shape except
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/merging/dot.py | keras/src/layers/merging/dot.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.merging.base_merge import Merge
from keras.src.utils.numerical_utils import normalize
def batch_dot(x, y, axes=None):
"""Batchwise dot product.
`batch_dot` is used to compute dot product of `x` and `y` when
`x` ... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/merging/add.py | keras/src/layers/merging/add.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.merging.base_merge import Merge
@keras_export("keras.layers.Add")
class Add(Merge):
"""Performs elementwise addition operation.
It takes as input a list of tensors, all of the same shape,
and returns a single te... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/merging/minimum.py | keras/src/layers/merging/minimum.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.merging.base_merge import Merge
@keras_export("keras.layers.Minimum")
class Minimum(Merge):
"""Computes elementwise minimum on a list of inputs.
It takes as input a list of tensors, all of the same shape,
and re... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/merging/maximum.py | keras/src/layers/merging/maximum.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.merging.base_merge import Merge
@keras_export("keras.layers.Maximum")
class Maximum(Merge):
"""Computes element-wise maximum on a list of inputs.
It takes as input a list of tensors, all of the same shape,
and r... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/merging/merging_test.py | keras/src/layers/merging/merging_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from keras.src import backend
from keras.src import layers
from keras.src import models
from keras.src import ops
from keras.src import testing
def np_dot(a, b, axes):
if isinstance(axes, int):
axes = (axes, axes)
axes = [axis if... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/merging/average.py | keras/src/layers/merging/average.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.merging.base_merge import Merge
@keras_export("keras.layers.Average")
class Average(Merge):
"""Averages a list of inputs element-wise..
It takes as input a list of tensors, all of the same shape,
and returns a s... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/merging/base_merge.py | keras/src/layers/merging/base_merge.py | from keras.src import backend
from keras.src import ops
from keras.src.backend.common.keras_tensor import KerasTensor
from keras.src.layers.layer import Layer
class Merge(Layer):
"""Generic merge layer for elementwise merge functions.
Used to implement `Sum`, `Average`, etc.
Args:
**kwargs: stan... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/merging/__init__.py | keras/src/layers/merging/__init__.py | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false | |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/merging/multiply.py | keras/src/layers/merging/multiply.py | from keras.src import backend
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.merging.base_merge import Merge
@keras_export("keras.layers.Multiply")
class Multiply(Merge):
"""Performs elementwise multiplication.
It takes as input a list of tensors, all of the sam... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/merging/subtract.py | keras/src/layers/merging/subtract.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.merging.base_merge import Merge
@keras_export("keras.layers.Subtract")
class Subtract(Merge):
"""Performs elementwise subtraction.
It takes as input a list of tensors of size 2 both of the
same shape, and return... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/zero_padding2d_test.py | keras/src/layers/reshaping/zero_padding2d_test.py | import numpy as np
from absl.testing import parameterized
from keras.src import backend
from keras.src import dtype_policies
from keras.src import layers
from keras.src import testing
class ZeroPadding2DTest(testing.TestCase):
@parameterized.parameters(
{"data_format": "channels_first"},
{"data_f... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/cropping3d_test.py | keras/src/layers/reshaping/cropping3d_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from keras.src import backend
from keras.src import layers
from keras.src import ops
from keras.src import testing
class Cropping3DTest(testing.TestCase):
@parameterized.product(
(
{"dim1_cropping": (1, 2), "dim1_expected... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/cropping1d_test.py | keras/src/layers/reshaping/cropping1d_test.py | import numpy as np
import pytest
from keras.src import layers
from keras.src import ops
from keras.src import testing
class Cropping1DTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_cropping_1d(self):
inputs = np.random.rand(3, 5, 7)
# Cropping with different values ... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/flatten_test.py | keras/src/layers/reshaping/flatten_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from conftest import skip_if_backend
from keras.src import backend
from keras.src import layers
from keras.src import models
from keras.src import ops
from keras.src import testing
class FlattenTest(testing.TestCase):
@parameterized.named_pa... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/up_sampling1d.py | keras/src/layers/reshaping/up_sampling1d.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
@keras_export("keras.layers.UpSampling1D")
class UpSampling1D(Layer):
"""Upsampling layer for 1D inputs.
Repeats each temporal step `size` times a... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/permute_test.py | keras/src/layers/reshaping/permute_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from keras.src import backend
from keras.src import layers
from keras.src import ops
from keras.src import testing
class PermuteTest(testing.TestCase):
@parameterized.named_parameters(
[
{"testcase_name": "dense", "sparse... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/zero_padding1d.py | keras/src/layers/reshaping/zero_padding1d.py | from keras.src import backend
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
from keras.src.utils import argument_validation
@keras_export("keras.layers.ZeroPadding1D")
class ZeroPadding1D(Layer):
"... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/zero_padding2d.py | keras/src/layers/reshaping/zero_padding2d.py | from keras.src import backend
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
from keras.src.utils import argument_validation
@keras_export("keras.layers.ZeroPadding2D")
class ZeroPadding2D(Layer):
"... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/cropping2d_test.py | keras/src/layers/reshaping/cropping2d_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from keras.src import backend
from keras.src import layers
from keras.src import ops
from keras.src import testing
class Cropping2DTest(testing.TestCase):
@parameterized.product(
(
# different cropping values
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/up_sampling3d_test.py | keras/src/layers/reshaping/up_sampling3d_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from keras.src import backend
from keras.src import layers
from keras.src import testing
class UpSampling3dTest(testing.TestCase):
@parameterized.product(
data_format=["channels_first", "channels_last"],
length_dim1=[2, 3],
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/zero_padding3d_test.py | keras/src/layers/reshaping/zero_padding3d_test.py | import numpy as np
from absl.testing import parameterized
from keras.src import backend
from keras.src import dtype_policies
from keras.src import layers
from keras.src import testing
class ZeroPadding3DTest(testing.TestCase):
@parameterized.parameters(
{"data_format": "channels_first"}, {"data_format": ... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/reshape.py | keras/src/layers/reshaping/reshape.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.backend.common.keras_tensor import KerasTensor
from keras.src.layers.layer import Layer
from keras.src.ops import operation_utils
@keras_export("keras.layers.Reshape")
class Reshape(Layer):
"""Layer that reshapes inputs into th... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/repeat_vector.py | keras/src/layers/reshaping/repeat_vector.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
@keras_export("keras.layers.RepeatVector")
class RepeatVector(Layer):
"""Repeats the input n times.
Example:
>>> x = keras.Input(shape=(32,))... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/up_sampling2d_test.py | keras/src/layers/reshaping/up_sampling2d_test.py | # flake8: noqa
import numpy as np
import pytest
from absl.testing import parameterized
from keras.src import backend
from keras.src import layers
from keras.src import testing
from keras.backend import set_image_data_format
class UpSampling2dTest(testing.TestCase):
@classmethod
def setUpClass(cls):
c... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/reshape_test.py | keras/src/layers/reshaping/reshape_test.py | import pytest
from absl.testing import parameterized
from keras.src import Sequential
from keras.src import backend
from keras.src import layers
from keras.src import ops
from keras.src import testing
from keras.src.backend.common.keras_tensor import KerasTensor
class ReshapeTest(testing.TestCase):
@parameterize... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/up_sampling2d.py | keras/src/layers/reshaping/up_sampling2d.py | from keras.src import backend
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
from keras.src.utils import argument_validation
@keras_export("keras.layers.UpSampling2D")
class UpSampling2D(Layer):
"""... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/__init__.py | keras/src/layers/reshaping/__init__.py | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false | |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/cropping1d.py | keras/src/layers/reshaping/cropping1d.py | from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
from keras.src.utils import argument_validation
@keras_export("keras.layers.Cropping1D")
class Cropping1D(Layer):
"""Cropping layer for 1D input (e.g. temporal sequence).
I... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/cropping3d.py | keras/src/layers/reshaping/cropping3d.py | from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
from keras.src.utils import argument_validation
@keras_export("keras.layers.Cropping3D")
class Cropping3D(Layer):
"""Cropping layer for 3D data (e.... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/up_sampling3d.py | keras/src/layers/reshaping/up_sampling3d.py | from keras.src import backend
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
from keras.src.utils import argument_validation
@keras_export("keras.layers.UpSampling3D")
class UpSampling3D(Layer):
"""... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/zero_padding3d.py | keras/src/layers/reshaping/zero_padding3d.py | from keras.src import backend
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
from keras.src.utils import argument_validation
@keras_export("keras.layers.ZeroPadding3D")
class ZeroPadding3D(Layer):
"... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/flatten.py | keras/src/layers/reshaping/flatten.py | import math
from keras.src import backend
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.backend.common.keras_tensor import KerasTensor
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
@keras_export("keras.layers.Flatten")
class Flatte... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/cropping2d.py | keras/src/layers/reshaping/cropping2d.py | from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
from keras.src.utils import argument_validation
@keras_export("keras.layers.Cropping2D")
class Cropping2D(Layer):
"""Cropping layer for 2D input (e... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/permute.py | keras/src/layers/reshaping/permute.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.backend.common.keras_tensor import KerasTensor
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
@keras_export("keras.layers.Permute")
class Permute(Layer):
"""Permutes the dimensions of... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/zero_padding1d_test.py | keras/src/layers/reshaping/zero_padding1d_test.py | import numpy as np
from absl.testing import parameterized
from keras.src import dtype_policies
from keras.src import layers
from keras.src import testing
class ZeroPadding1DTest(testing.TestCase):
@parameterized.parameters(
{"data_format": "channels_first"},
{"data_format": "channels_last"},
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/repeat_vector_test.py | keras/src/layers/reshaping/repeat_vector_test.py | import numpy as np
import pytest
from keras.src import layers
from keras.src import ops
from keras.src import testing
class FlattenTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_repeat_vector(self):
inputs = np.random.random((2, 5)).astype("float32")
expected_output ... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/reshaping/up_sampling1d_test.py | keras/src/layers/reshaping/up_sampling1d_test.py | import numpy as np
import pytest
from keras.src import layers
from keras.src import testing
from keras.src.backend.common.keras_tensor import KerasTensor
class UpSamplingTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_upsampling_1d(self):
self.run_layer_test(
laye... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/text_vectorization.py | keras/src/layers/preprocessing/text_vectorization.py | import numpy as np
from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
from keras.src.layers.preprocessing.index_lookup import listify_tensors
from keras.src.layers.preprocessing.string_lookup import StringLookup
from keras.src.saving import serializatio... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/feature_space.py | keras/src/layers/preprocessing/feature_space.py | from keras.src import backend
from keras.src import layers
from keras.src import tree
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
from keras.src.layers.preprocessing.data_layer import DataLayer
from keras.src.saving import saving_lib
from keras.src.saving import serialization_... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/category_encoding_test.py | keras/src/layers/preprocessing/category_encoding_test.py | import numpy as np
from absl.testing import parameterized
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import testing
TEST_CASES = [{"testcase_name": "dense", "sparse": False}]
if backend.SUPPORTS_SPARSE_TENSORS:
TEST_CASES += [{"testcase_name": ... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/mel_spectrogram.py | keras/src/layers/preprocessing/mel_spectrogram.py | from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.data_layer import DataLayer
# mel spectrum constants.
_MEL_BREAK_FREQUENCY_HERTZ = 700.0
_MEL_HIGH_FREQUENCY_Q = 1127.0
@keras_export("keras.layers.MelSpectrogram")
class MelSpectrogram(DataLayer):
"""A preprocessing layer to conve... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/rescaling_test.py | keras/src/layers/preprocessing/rescaling_test.py | import grain
import numpy as np
import pytest
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import testing
class RescalingTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_rescaling_basics(self):
self.run_layer_... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/index_lookup_test.py | keras/src/layers/preprocessing/index_lookup_test.py | import os
import numpy as np
import pytest
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import models
from keras.src import testing
from keras.src.saving import saving_api
@pytest.mark.skipif(
backend.backend() == "numpy", reason="Failing for n... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/hashed_crossing.py | keras/src/layers/preprocessing/hashed_crossing.py | from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
from keras.src.utils import argument_validation
from keras.src.utils import backend_utils
from keras.src.utils import numerical_utils
from keras.src.utils import tf_utils
from keras.src.utils.module_util... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/discretization.py | keras/src/layers/preprocessing/discretization.py | import numpy as np
from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.data_layer import DataLayer
from keras.src.utils import argument_validation
from keras.src.utils import numerical_utils
from keras.src.utils.module_utils import tensorflow as tf
@keras_e... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/hashed_crossing_test.py | keras/src/layers/preprocessing/hashed_crossing_test.py | import numpy as np
import pytest
import tensorflow as tf
from absl.testing import parameterized
from keras.src import backend
from keras.src import layers
from keras.src import testing
from keras.src.testing.test_utils import named_product
class HashedCrossingTest(testing.TestCase):
def test_basics(self):
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/string_lookup.py | keras/src/layers/preprocessing/string_lookup.py | import numpy as np
from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.index_lookup import IndexLookup
from keras.src.utils import backend_utils
from keras.src.utils.module_utils import tensorflow as tf
if backend.backend() == "torch":
import torch
@ke... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/text_vectorization_test.py | keras/src/layers/preprocessing/text_vectorization_test.py | import os
import numpy as np
import pytest
import tensorflow as tf
from absl.testing import parameterized
from tensorflow import data as tf_data
from keras.src import Sequential
from keras.src import backend
from keras.src import layers
from keras.src import models
from keras.src import saving
from keras.src import t... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/index_lookup.py | keras/src/layers/preprocessing/index_lookup.py | import collections
import numpy as np
from keras.src import backend
from keras.src.layers.layer import Layer
from keras.src.saving import serialization_lib
from keras.src.utils import argument_validation
from keras.src.utils import numerical_utils
from keras.src.utils import tf_utils
from keras.src.utils.module_utils... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | true |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/stft_spectrogram.py | keras/src/layers/preprocessing/stft_spectrogram.py | import math
import warnings
from keras.src import backend
from keras.src import initializers
from keras.src import layers
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.utils.module_utils import scipy
@keras_export("keras.layers.STFTSpectrogram")
class STFTSpectrogram(layers.L... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/integer_lookup_test.py | keras/src/layers/preprocessing/integer_lookup_test.py | import numpy as np
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import testing
class IntegerLookupTest(testing.TestCase):
# TODO: increase coverage. Most features aren't being tested.
def test_config(self):
layer = layers.IntegerLoo... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/feature_space_test.py | keras/src/layers/preprocessing/feature_space_test.py | import os
import pytest
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import models
from keras.src import ops
from keras.src import testing
from keras.src.layers.preprocessing import feature_space
from keras.src.saving import saving_api
class Featur... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/pipeline.py | keras/src/layers/preprocessing/pipeline.py | from keras.src import tree
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
from keras.src.saving import serialization_lib
@keras_export("keras.layers.Pipeline")
class Pipeline(Layer):
"""Applies a series of layers to an input.
This class is useful to build a preprocessi... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/__init__.py | keras/src/layers/preprocessing/__init__.py | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false | |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/integer_lookup.py | keras/src/layers/preprocessing/integer_lookup.py | import numpy as np
from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.index_lookup import IndexLookup
from keras.src.utils import backend_utils
from keras.src.utils.module_utils import tensorflow as tf
@keras_export("keras.layers.IntegerLookup")
class Inte... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/discretization_test.py | keras/src/layers/preprocessing/discretization_test.py | import os
import numpy as np
import pytest
from absl.testing import parameterized
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import models
from keras.src import testing
from keras.src.saving import saving_api
from keras.src.testing.test_utils impor... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/normalization.py | keras/src/layers/preprocessing/normalization.py | import math
import numpy as np
from keras.src import backend
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.data_layer import DataLayer
from keras.src.trainers.data_adapters.py_dataset_adapter import PyDataset
from keras.src.utils.module_utils import tensor... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/hashing.py | keras/src/layers/preprocessing/hashing.py | from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
from keras.src.utils import backend_utils
from keras.src.utils import numerical_utils
from keras.src.utils import tf_utils
from keras.src.utils.module_utils import tensorflow as tf
@keras_export("keras... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/category_encoding.py | keras/src/layers/preprocessing/category_encoding.py | from keras.src.api_export import keras_export
from keras.src.backend import KerasTensor
from keras.src.layers.preprocessing.data_layer import DataLayer
from keras.src.utils import backend_utils
from keras.src.utils import numerical_utils
@keras_export("keras.layers.CategoryEncoding")
class CategoryEncoding(DataLayer)... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/pipeline_test.py | keras/src/layers/preprocessing/pipeline_test.py | import numpy as np
import pytest
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import testing
class CanaryLayer(layers.Layer):
def __init__(self):
super().__init__()
self.training = None
self.received_mask = False
def... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/normalization_test.py | keras/src/layers/preprocessing/normalization_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import testing
from keras.src.trainers.data_adapters.py_dataset_adapter import PyDataset
class NormalizationTest(testing.TestCase):
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/stft_spectrogram_test.py | keras/src/layers/preprocessing/stft_spectrogram_test.py | import numpy as np
import pytest
import scipy.signal
import tensorflow as tf
from keras import Input
from keras import Sequential
from keras.src import backend
from keras.src import layers
from keras.src import testing
class TestSpectrogram(testing.TestCase):
DTYPE = "float32"
@staticmethod
def _calc_sp... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/hashing_test.py | keras/src/layers/preprocessing/hashing_test.py | import os
import numpy as np
import pytest
import tensorflow as tf
from absl.testing import parameterized
from keras.src import backend
from keras.src import layers
from keras.src import models
from keras.src import testing
from keras.src.saving import load_model
class ArrayLike:
def __init__(self, values):
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/mel_spectrogram_test.py | keras/src/layers/preprocessing/mel_spectrogram_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from tensorflow import data as tf_data
from keras.src import layers
from keras.src import testing
class MelSpectrogramTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_mel_spectrogram_basics(self):
self.run... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/data_layer.py | keras/src/layers/preprocessing/data_layer.py | import keras.src.backend
from keras.src import tree
from keras.src.layers.layer import Layer
from keras.src.random.seed_generator import SeedGenerator
from keras.src.utils import backend_utils
from keras.src.utils import jax_utils
from keras.src.utils import tracking
class DataLayer(Layer):
"""Layer designed for ... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/string_lookup_test.py | keras/src/layers/preprocessing/string_lookup_test.py | import os
import numpy as np
import pytest
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import models
from keras.src import saving
from keras.src import testing
from keras.src.ops import convert_to_tensor
class StringLookupTest(testing.TestCase):
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/data_layer_test.py | keras/src/layers/preprocessing/data_layer_test.py | import grain
import numpy as np
import pytest
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import testing
from keras.src.layers.preprocessing.data_layer import DataLayer
from keras.src.random import SeedGenerator
class RandomRGBToHSVLayer(DataLayer):
def __init__(self, data... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/rescaling.py | keras/src/layers/preprocessing/rescaling.py | from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.data_layer import DataLayer
from keras.src.saving import serialization_lib
@keras_export("keras.layers.Rescaling")
class Rescaling(DataLayer):
"""A preprocessing layer which rescales input values to a n... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/auto_contrast_test.py | keras/src/layers/preprocessing/image_preprocessing/auto_contrast_test.py | import numpy as np
import pytest
from keras.src import layers
from keras.src import ops
from keras.src import testing
class AutoContrastTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_layer(self):
self.run_layer_test(
layers.AutoContrast,
init_kwargs={... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/random_color_degeneration_test.py | keras/src/layers/preprocessing/image_preprocessing/random_color_degeneration_test.py | import numpy as np
import pytest
from tensorflow import data as tf_data
import keras
from keras.src import backend
from keras.src import layers
from keras.src import testing
class RandomColorDegenerationTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_layer(self):
self.run_lay... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/random_posterization_test.py | keras/src/layers/preprocessing/image_preprocessing/random_posterization_test.py | import numpy as np
import pytest
from tensorflow import data as tf_data
import keras
from keras.src import backend
from keras.src import layers
from keras.src import testing
class RandomPosterizationTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_layer(self):
self.run_layer_t... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/random_grayscale_test.py | keras/src/layers/preprocessing/image_preprocessing/random_grayscale_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import ops
from keras.src import testing
class RandomGrayscaleTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/random_invert.py | keras/src/layers/preprocessing/image_preprocessing/random_invert.py | from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.image_preprocessing.base_image_preprocessing_layer import ( # noqa: E501
BaseImagePreprocessingLayer,
)
@keras_export("keras.layers.RandomInvert")
class RandomInvert(BaseImagePreprocessingLayer):
"""Preprocessing layer for rand... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/cut_mix_test.py | keras/src/layers/preprocessing/image_preprocessing/cut_mix_test.py | import numpy as np
import pytest
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import testing
class CutMixTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_layer(self):
self.run_layer_test(
layers.Cu... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/max_num_bounding_box_test.py | keras/src/layers/preprocessing/image_preprocessing/max_num_bounding_box_test.py | import numpy as np
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import testing
class MaxNumBoundingBoxesTest(testing.TestCase):
def test_max_num_bounding_boxes_basics(self):
self.run_layer_test(
layers.MaxNumBoundingBoxes,
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/random_saturation_test.py | keras/src/layers/preprocessing/image_preprocessing/random_saturation_test.py | import numpy as np
import pytest
from tensorflow import data as tf_data
import keras
from keras.src import backend
from keras.src import layers
from keras.src import testing
class RandomSaturationTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_layer(self):
self.run_layer_test... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/random_shear_test.py | keras/src/layers/preprocessing/image_preprocessing/random_shear_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from tensorflow import data as tf_data
import keras
from keras.src import backend
from keras.src import layers
from keras.src import testing
from keras.src.utils import backend_utils
class RandomShearTest(testing.TestCase):
@pytest.mark.requ... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/random_gaussian_blur.py | keras/src/layers/preprocessing/image_preprocessing/random_gaussian_blur.py | from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.image_preprocessing.base_image_preprocessing_layer import ( # noqa: E501
BaseImagePreprocessingLayer,
)
from keras.src.random import SeedGenerator
@keras_export("keras.layers.RandomGaussianBlur")
class RandomGaussianBlur(BaseImageP... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/random_contrast.py | keras/src/layers/preprocessing/image_preprocessing/random_contrast.py | from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.image_preprocessing.base_image_preprocessing_layer import ( # noqa: E501
BaseImagePreprocessingLayer,
)
from keras.src.random.seed_generator import SeedGenerator
@keras_export("keras.layers.RandomContrast")
class RandomContrast(Bas... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/random_color_jitter.py | keras/src/layers/preprocessing/image_preprocessing/random_color_jitter.py | import keras.src.layers.preprocessing.image_preprocessing.random_brightness as random_brightness # noqa: E501
import keras.src.layers.preprocessing.image_preprocessing.random_contrast as random_contrast # noqa: E501
import keras.src.layers.preprocessing.image_preprocessing.random_hue as random_hue # noqa: E501
impor... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/equalization_test.py | keras/src/layers/preprocessing/image_preprocessing/equalization_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from tensorflow import data as tf_data
from keras.src import layers
from keras.src import ops
from keras.src import testing
class EqualizationTest(testing.TestCase):
def assertAllInRange(self, array, min_val, max_val):
self.assertTru... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/base_image_preprocessing_layer.py | keras/src/layers/preprocessing/image_preprocessing/base_image_preprocessing_layer.py | import math
from keras.src.backend import config as backend_config
from keras.src.layers.preprocessing.data_layer import DataLayer
from keras.src.layers.preprocessing.image_preprocessing.bounding_boxes.validation import ( # noqa: E501
densify_bounding_boxes,
)
class BaseImagePreprocessingLayer(DataLayer):
_... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/aug_mix.py | keras/src/layers/preprocessing/image_preprocessing/aug_mix.py | import random as py_random
import keras.src.layers as layers
from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.image_preprocessing.base_image_preprocessing_layer import ( # noqa: E501
BaseImagePreprocessingLayer,
)
from keras.src.random import SeedGenerator
from keras.src.utils imp... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/random_hue.py | keras/src/layers/preprocessing/image_preprocessing/random_hue.py | from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.image_preprocessing.base_image_preprocessing_layer import ( # noqa: E501
BaseImagePreprocessingLayer,
)
@keras_export("keras.layers.RandomHue")
class RandomHue(BaseImagePreprocessingLayer):
"""Randomly adjusts the hue on given ... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/random_color_jitter_test.py | keras/src/layers/preprocessing/image_preprocessing/random_color_jitter_test.py | import numpy as np
import pytest
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import testing
class RandomColorJitterTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_layer(self):
self.run_layer_test(
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/center_crop_test.py | keras/src/layers/preprocessing/image_preprocessing/center_crop_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from tensorflow import data as tf_data
from keras.src import backend
from keras.src import layers
from keras.src import testing
class CenterCropTest(testing.TestCase):
def np_center_crop(self, img, h_new, w_new, data_format="channels_last"):... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/resizing_test.py | keras/src/layers/preprocessing/image_preprocessing/resizing_test.py | import grain
import numpy as np
import pytest
from absl.testing import parameterized
from tensorflow import data as tf_data
from keras.src import Sequential
from keras.src import backend
from keras.src import layers
from keras.src import testing
from keras.src.testing.test_utils import named_product
class ResizingTe... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/random_perspective.py | keras/src/layers/preprocessing/image_preprocessing/random_perspective.py | from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.image_preprocessing.base_image_preprocessing_layer import ( # noqa: E501
BaseImagePreprocessingLayer,
)
from keras.src.layers.preprocessing.image_preprocessing.bounding_boxes.converters import ( # noqa: E501
clip_to_image_size,
... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
keras-team/keras | https://github.com/keras-team/keras/blob/c67eddb4ff8b615886893ca996dc216bc923d598/keras/src/layers/preprocessing/image_preprocessing/mix_up.py | keras/src/layers/preprocessing/image_preprocessing/mix_up.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.preprocessing.image_preprocessing.base_image_preprocessing_layer import ( # noqa: E501
BaseImagePreprocessingLayer,
)
from keras.src.random import SeedGenerator
from keras.src.utils import backend_utils
@keras_export("k... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.