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/rnn/conv_lstm1d.py | keras/src/layers/rnn/conv_lstm1d.py | from keras.src.api_export import keras_export
from keras.src.layers.rnn.conv_lstm import ConvLSTM
@keras_export("keras.layers.ConvLSTM1D")
class ConvLSTM1D(ConvLSTM):
"""1D Convolutional LSTM.
Similar to an LSTM layer, but the input transformations
and recurrent transformations are both convolutional.
... | 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/rnn/bidirectional.py | keras/src/layers/rnn/bidirectional.py | import copy
from keras.src import ops
from keras.src import utils
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.Bidirectional")
class Bidirectional(Layer):
"""Bidirectional wrapper for RNNs.
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/rnn/rnn.py | keras/src/layers/rnn/rnn.py | from keras.src import backend
from keras.src import ops
from keras.src import tree
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
from keras.src.layers.rnn.dropout_rnn_cell import DropoutRNNCell
from keras.src.layers.rnn.stacked_rnn_cells import StackedRNNCells
from keras.src.sav... | 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/rnn/lstm.py | keras/src/layers/rnn/lstm.py | from keras.src import activations
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 import tree
from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputSpec
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/rnn/conv_lstm2d.py | keras/src/layers/rnn/conv_lstm2d.py | from keras.src.api_export import keras_export
from keras.src.layers.rnn.conv_lstm import ConvLSTM
@keras_export("keras.layers.ConvLSTM2D")
class ConvLSTM2D(ConvLSTM):
"""2D Convolutional LSTM.
Similar to an LSTM layer, but the input transformations
and recurrent transformations are both convolutional.
... | 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/rnn/dropout_rnn_cell.py | keras/src/layers/rnn/dropout_rnn_cell.py | from keras.src import backend
from keras.src import ops
class DropoutRNNCell:
"""Object that holds dropout-related functionality for RNN cells.
This class is not a standalone RNN cell. It suppose to be used with a RNN
cell by multiple inheritance. Any cell that mix with class should have
following fi... | 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/rnn/conv_lstm2d_test.py | keras/src/layers/rnn/conv_lstm2d_test.py | import numpy as np
import pytest
from keras.src import backend
from keras.src import initializers
from keras.src import layers
from keras.src import testing
class ConvLSTM2DTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_basics(self):
channels_last = backend.config.image_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/rnn/__init__.py | keras/src/layers/rnn/__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/rnn/stacked_rnn_cells_test.py | keras/src/layers/rnn/stacked_rnn_cells_test.py | import numpy as np
import pytest
from keras.src import layers
from keras.src import testing
from keras.src.layers.rnn.rnn_test import OneStateRNNCell
from keras.src.layers.rnn.rnn_test import TwoStatesRNNCell
class StackedRNNTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
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/rnn/lstm_test.py | keras/src/layers/rnn/lstm_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from keras.src import initializers
from keras.src import layers
from keras.src import testing
class LSTMTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_basics(self):
self.run_layer_test(
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/rnn/simple_rnn_test.py | keras/src/layers/rnn/simple_rnn_test.py | import numpy as np
import pytest
from keras.src import initializers
from keras.src import layers
from keras.src import testing
class SimpleRNNTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_basics(self):
self.run_layer_test(
layers.SimpleRNN,
init_kwar... | 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/rnn/bidirectional_test.py | keras/src/layers/rnn/bidirectional_test.py | import numpy as np
import pytest
from keras.src import initializers
from keras.src import layers
from keras.src import testing
class SimpleRNNTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_basics(self):
self.run_layer_test(
layers.Bidirectional,
init_... | 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/rnn/conv_lstm.py | keras/src/layers/rnn/conv_lstm.py | from keras.src import activations
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 import tree
from keras.src.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
from ker... | 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/rnn/gru.py | keras/src/layers/rnn/gru.py | from keras.src import activations
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 import tree
from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputSpec
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/rnn/conv_lstm3d.py | keras/src/layers/rnn/conv_lstm3d.py | from keras.src.api_export import keras_export
from keras.src.layers.rnn.conv_lstm import ConvLSTM
@keras_export("keras.layers.ConvLSTM3D")
class ConvLSTM3D(ConvLSTM):
"""3D Convolutional LSTM.
Similar to an LSTM layer, but the input transformations
and recurrent transformations are both convolutional.
... | 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/rnn/conv_lstm3d_test.py | keras/src/layers/rnn/conv_lstm3d_test.py | import numpy as np
import pytest
from keras.src import backend
from keras.src import initializers
from keras.src import layers
from keras.src import testing
class ConvLSTM1DTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_basics(self):
channels_last = backend.config.image_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/rnn/time_distributed_test.py | keras/src/layers/rnn/time_distributed_test.py | import numpy as np
import pytest
from keras.src import backend
from keras.src import initializers
from keras.src import layers
from keras.src import ops
from keras.src import testing
from keras.src.models import Sequential
class TimeDistributedTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
d... | 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/convolutional/conv_test.py | keras/src/layers/convolutional/conv_test.py | import os
import numpy as np
import pytest
from absl.testing import parameterized
from numpy.lib.stride_tricks import as_strided
from keras.src import backend
from keras.src import constraints
from keras.src import layers
from keras.src import models
from keras.src import ops
from keras.src import saving
from keras.s... | 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/convolutional/base_conv_transpose.py | keras/src/layers/convolutional/base_conv_transpose.py | """Keras base class for transpose convolution layers."""
from keras.src import activations
from keras.src import constraints
from keras.src import initializers
from keras.src import ops
from keras.src import regularizers
from keras.src.backend import standardize_data_format
from keras.src.backend.common.backend_utils ... | 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/convolutional/conv2d_transpose.py | keras/src/layers/convolutional/conv2d_transpose.py | from keras.src.api_export import keras_export
from keras.src.layers.convolutional.base_conv_transpose import BaseConvTranspose
@keras_export(
[
"keras.layers.Conv2DTranspose",
"keras.layers.Convolution2DTranspose",
]
)
class Conv2DTranspose(BaseConvTranspose):
"""2D transposed convolution ... | 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/convolutional/separable_conv1d.py | keras/src/layers/convolutional/separable_conv1d.py | from keras.src.api_export import keras_export
from keras.src.layers.convolutional.base_separable_conv import BaseSeparableConv
@keras_export(
[
"keras.layers.SeparableConv1D",
"keras.layers.SeparableConvolution1D",
]
)
class SeparableConv1D(BaseSeparableConv):
"""1D separable convolution 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/convolutional/conv_transpose_test.py | keras/src/layers/convolutional/conv_transpose_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
from keras.src.backend.common.backend_utils import (
_convert_conv_transpose_padding_args_from_keras_to_torch,
)
from keras.src.backend.common.backend_uti... | 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/convolutional/depthwise_conv2d.py | keras/src/layers/convolutional/depthwise_conv2d.py | from keras.src.api_export import keras_export
from keras.src.layers.convolutional.base_depthwise_conv import BaseDepthwiseConv
@keras_export("keras.layers.DepthwiseConv2D")
class DepthwiseConv2D(BaseDepthwiseConv):
"""2D depthwise convolution layer.
Depthwise convolution is a type of convolution in which eac... | 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/convolutional/depthwise_conv1d.py | keras/src/layers/convolutional/depthwise_conv1d.py | from keras.src.api_export import keras_export
from keras.src.layers.convolutional.base_depthwise_conv import BaseDepthwiseConv
@keras_export("keras.layers.DepthwiseConv1D")
class DepthwiseConv1D(BaseDepthwiseConv):
"""1D depthwise convolution layer.
Depthwise convolution is a type of convolution in which eac... | 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/convolutional/separable_conv2d.py | keras/src/layers/convolutional/separable_conv2d.py | from keras.src.api_export import keras_export
from keras.src.layers.convolutional.base_separable_conv import BaseSeparableConv
@keras_export(
[
"keras.layers.SeparableConv2D",
"keras.layers.SeparableConvolution2D",
]
)
class SeparableConv2D(BaseSeparableConv):
"""2D separable convolution 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/convolutional/separable_conv_test.py | keras/src/layers/convolutional/separable_conv_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from keras.src import layers
from keras.src import testing
from keras.src.layers.convolutional.conv_test import np_conv1d
from keras.src.layers.convolutional.conv_test import np_conv2d
from keras.src.layers.convolutional.depthwise_conv_test import... | 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/convolutional/depthwise_conv_test.py | keras/src/layers/convolutional/depthwise_conv_test.py | import numpy as np
import pytest
from absl.testing import parameterized
from numpy.lib.stride_tricks import as_strided
from keras.src import layers
from keras.src import testing
def _same_padding(input_size, kernel_size, stride):
if input_size % stride == 0:
padding = max(kernel_size - stride, 0)
els... | 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/convolutional/base_depthwise_conv.py | keras/src/layers/convolutional/base_depthwise_conv.py | """Keras base class for depthwise convolution layers."""
from keras.src import activations
from keras.src import constraints
from keras.src import initializers
from keras.src import ops
from keras.src import regularizers
from keras.src.backend import standardize_data_format
from keras.src.layers.input_spec import Inpu... | 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/convolutional/__init__.py | keras/src/layers/convolutional/__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/convolutional/conv1d_transpose.py | keras/src/layers/convolutional/conv1d_transpose.py | from keras.src.api_export import keras_export
from keras.src.layers.convolutional.base_conv_transpose import BaseConvTranspose
@keras_export(
[
"keras.layers.Conv1DTranspose",
"keras.layers.Convolution1DTranspose",
]
)
class Conv1DTranspose(BaseConvTranspose):
"""1D transposed convolution ... | 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/convolutional/conv3d_transpose.py | keras/src/layers/convolutional/conv3d_transpose.py | from keras.src.api_export import keras_export
from keras.src.layers.convolutional.base_conv_transpose import BaseConvTranspose
@keras_export(
[
"keras.layers.Conv3DTranspose",
"keras.layers.Convolution3DTranspose",
]
)
class Conv3DTranspose(BaseConvTranspose):
"""3D transposed convolution ... | 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/convolutional/conv1d.py | keras/src/layers/convolutional/conv1d.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.convolutional.base_conv import BaseConv
@keras_export(["keras.layers.Conv1D", "keras.layers.Convolution1D"])
class Conv1D(BaseConv):
"""1D convolution layer (e.g. temporal convolution).
This layer creates a convolut... | 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/convolutional/conv2d.py | keras/src/layers/convolutional/conv2d.py | from keras.src.api_export import keras_export
from keras.src.layers.convolutional.base_conv import BaseConv
@keras_export(["keras.layers.Conv2D", "keras.layers.Convolution2D"])
class Conv2D(BaseConv):
"""2D convolution layer.
This layer creates a convolution kernel that is convolved with the layer
input ... | 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/convolutional/conv3d.py | keras/src/layers/convolutional/conv3d.py | from keras.src.api_export import keras_export
from keras.src.layers.convolutional.base_conv import BaseConv
@keras_export(["keras.layers.Conv3D", "keras.layers.Convolution3D"])
class Conv3D(BaseConv):
"""3D convolution layer.
This layer creates a convolution kernel that is convolved with the layer
input ... | 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/convolutional/base_conv.py | keras/src/layers/convolutional/base_conv.py | """Keras base class for convolution layers."""
from keras.src import activations
from keras.src import constraints
from keras.src import initializers
from keras.src import ops
from keras.src import regularizers
from keras.src.backend import standardize_data_format
from keras.src.layers.input_spec import InputSpec
from... | 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/convolutional/base_separable_conv.py | keras/src/layers/convolutional/base_separable_conv.py | """Keras abstract base layer for separable convolution."""
from keras.src import activations
from keras.src import constraints
from keras.src import initializers
from keras.src import ops
from keras.src import regularizers
from keras.src.backend import standardize_data_format
from keras.src.layers.input_spec import In... | 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/normalization/rms_normalization.py | keras/src/layers/normalization/rms_normalization.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
@keras_export("keras.layers.RMSNormalization")
class RMSNormalization(Layer):
"""Root Mean Square (RMS) Normalization layer.
This layer normalizes the input tensor based on its RMS value.
The... | 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/normalization/batch_normalization_test.py | keras/src/layers/normalization/batch_normalization_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
from keras.src.losses import MeanSquaredError
from keras.src.models import Model
class BatchNormalizationTest(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/normalization/rms_normalization_test.py | keras/src/layers/normalization/rms_normalization_test.py | import numpy as np
import pytest
from keras.src import layers
from keras.src import ops
from keras.src import testing
class RMSNormalizationTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_ln_basics(self):
self.run_layer_test(
layers.RMSNormalization,
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/normalization/unit_normalization.py | keras/src/layers/normalization/unit_normalization.py | from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
@keras_export("keras.layers.UnitNormalization")
class UnitNormalization(Layer):
"""Unit normalization layer.
Normalize a batch of inputs so that each input in the batch has a L2 norm
equal to ... | 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/normalization/unit_normalization_test.py | keras/src/layers/normalization/unit_normalization_test.py | import numpy as np
import pytest
from keras.src import backend
from keras.src import layers
from keras.src import testing
def squared_l2_norm(x):
x = backend.convert_to_numpy(x)
return np.sum(x**2)
class UnitNormalizationTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_un_ba... | 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/normalization/layer_normalization_test.py | keras/src/layers/normalization/layer_normalization_test.py | import numpy as np
import pytest
from keras.src import backend
from keras.src import layers
from keras.src import ops
from keras.src import regularizers
from keras.src import testing
class LayerNormalizationTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_ln_basics(self):
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/normalization/group_normalization.py | keras/src/layers/normalization/group_normalization.py | 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.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
@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/normalization/layer_normalization.py | keras/src/layers/normalization/layer_normalization.py | import warnings
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.layers.layer import Layer
@keras_export("keras.layers.LayerNormalization")
class LayerNormalization(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/normalization/spectral_normalization.py | keras/src/layers/normalization/spectral_normalization.py | from keras.src import initializers
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers import Wrapper
from keras.src.layers.input_spec import InputSpec
from keras.src.utils.numerical_utils import normalize
@keras_export("keras.layers.SpectralNormalization")
class SpectralNorm... | 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/normalization/group_normalization_test.py | keras/src/layers/normalization/group_normalization_test.py | import numpy as np
import pytest
from keras.src import constraints
from keras.src import layers
from keras.src import regularizers
from keras.src import testing
class GroupNormalizationTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_groupnorm(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/normalization/__init__.py | keras/src/layers/normalization/__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/normalization/spectral_normalization_test.py | keras/src/layers/normalization/spectral_normalization_test.py | import numpy as np
import pytest
from keras.src import backend
from keras.src import initializers
from keras.src import layers
from keras.src import models
from keras.src import testing
class SpectralNormalizationTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_basic_spectralnorm(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/normalization/batch_normalization.py | keras/src/layers/normalization/batch_normalization.py | 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.layers.input_spec import InputSpec
from keras.src.layers.layer import Layer
@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/core/input_layer.py | keras/src/layers/core/input_layer.py | import warnings
from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
from keras.src.ops.node import Node
@keras_export("keras.layers.InputLayer")
class InputLayer(Layer):
def __init__(
self,
shape=None,
batch_size=None,
... | 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/core/identity_test.py | keras/src/layers/core/identity_test.py | import pytest
from absl.testing import parameterized
from keras.src import backend
from keras.src import layers
from keras.src import testing
class IdentityTest(testing.TestCase):
@parameterized.named_parameters(
[
{"testcase_name": "dense", "sparse": False},
{"testcase_name": "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/core/masking.py | keras/src/layers/core/masking.py | from keras.src import backend
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
from keras.src.saving.serialization_lib import deserialize_keras_object
@keras_export("keras.layers.Masking")
class Masking(Layer):
"""Masks a sequence by using a mask val... | 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/core/masking_test.py | keras/src/layers/core/masking_test.py | import os
import numpy as np
import pytest
from keras.src import layers
from keras.src import models
from keras.src import ops
from keras.src import testing
from keras.src.saving import load_model
class MaskingTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_masking_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/core/identity.py | keras/src/layers/core/identity.py | from keras.src import tree
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.Identity")
class Identity(Layer):
"""Identity layer.
This layer should be used as a placeholder when no operation is to be
... | 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/core/lambda_layer_test.py | keras/src/layers/core/lambda_layer_test.py | import numpy as np
import pytest
from keras.src import layers
from keras.src import ops
from keras.src import testing
class LambdaTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_lambda_basics(self):
self.run_layer_test(
layers.Lambda,
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/core/einsum_dense.py | keras/src/layers/core/einsum_dense.py | import math
import re
import string
import ml_dtypes
import numpy as np
from keras.src import activations
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 ops
from keras.src import quantizers
from keras.src im... | 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/core/reversible_embedding_test.py | keras/src/layers/core/reversible_embedding_test.py | import os
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 saving
from keras.src.quantizers.quantization_config import Int4QuantizationConfig
from keras.src.qu... | 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/core/wrapper_test.py | keras/src/layers/core/wrapper_test.py | import pytest
from keras.src import layers
from keras.src import ops
from keras.src import testing
class ExampleWrapper(layers.Wrapper):
"""Simple Wrapper subclass."""
def call(self, inputs, **kwargs):
return ops.cast(self.layer(inputs, **kwargs), self.compute_dtype)
class WrapperTest(testing.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/core/wrapper.py | keras/src/layers/core/wrapper.py | 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.Wrapper")
class Wrapper(Layer):
"""Abstract wrapper base class.
Wrappers take another layer and augment it in various ways.
Do not use this cla... | 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/core/dense.py | keras/src/layers/core/dense.py | import math
import ml_dtypes
from keras.src import activations
from keras.src import constraints
from keras.src import initializers
from keras.src import ops
from keras.src import quantizers
from keras.src import regularizers
from keras.src.api_export import keras_export
from keras.src.layers.input_spec import InputS... | 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/core/lambda_layer.py | keras/src/layers/core/lambda_layer.py | import inspect
import types
from keras.src import backend
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
from keras.src.utils import python_utils
@keras_export("keras.layers.Lambda")
class Lambda(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/core/__init__.py | keras/src/layers/core/__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/core/embedding.py | keras/src/layers/core/embedding.py | import warnings
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 ops
from keras.src import quantizers
from keras.src import regularizers
from keras.src.api_export import keras_export
from keras.src.backend impo... | 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/core/input_layer_test.py | keras/src/layers/core/input_layer_test.py | import numpy as np
from absl.testing import parameterized
from keras.src import backend
from keras.src import testing
from keras.src.backend import KerasTensor
from keras.src.layers import InputLayer
class InputLayerTest(testing.TestCase):
# Testing happy path for layer without input tensor
@parameterized.na... | 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/core/einsum_dense_test.py | keras/src/layers/core/einsum_dense_test.py | import os
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 export
from keras.src import layers
from keras.src import models
from keras.src import ops
from keras.src import optimizers
from keras.src import quan... | 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/core/dense_test.py | keras/src/layers/core/dense_test.py | import os
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 export
from keras.src import layers
from keras.src import models
from keras.src import ops
from keras.src import optimizers
from keras.src import quan... | 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/core/embedding_test.py | keras/src/layers/core/embedding_test.py | import os
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 export
from keras.src import layers
from keras.src import models
from keras.src import ops
from keras.src import quantizers
from keras.src import savi... | 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/core/reversible_embedding.py | keras/src/layers/core/reversible_embedding.py | import copy
from keras.src import dtype_policies
from keras.src import layers
from keras.src import ops
from keras.src import quantizers
from keras.src.api_export import keras_export
from keras.src.backend import KerasTensor
from keras.src.quantizers.quantization_config import QuantizationConfig
@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/regularization/gaussian_noise.py | keras/src/layers/regularization/gaussian_noise.py | from keras.src import backend
from keras.src import layers
from keras.src import ops
from keras.src.api_export import keras_export
@keras_export("keras.layers.GaussianNoise")
class GaussianNoise(layers.Layer):
"""Apply additive zero-centered Gaussian noise.
This is useful to mitigate overfitting
(you cou... | 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/regularization/alpha_dropout.py | keras/src/layers/regularization/alpha_dropout.py | from keras.src import backend
from keras.src import ops
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
@keras_export("keras.layers.AlphaDropout")
class AlphaDropout(Layer):
"""Applies Alpha Dropout to the input.
Alpha Dropout is a `Dropout` that keeps mean and variance... | 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/regularization/activity_regularization_test.py | keras/src/layers/regularization/activity_regularization_test.py | import numpy as np
import pytest
from keras.src import layers
from keras.src.testing import test_case
class ActivityRegularizationTest(test_case.TestCase):
def test_correctness(self):
layer = layers.ActivityRegularization(l1=0.2, l2=0.3)
layer(2 * np.ones((1,)))
self.assertLen(layer.losse... | 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/regularization/alpha_dropout_test.py | keras/src/layers/regularization/alpha_dropout_test.py | import numpy as np
import pytest
from keras.src import backend
from keras.src import layers
from keras.src import testing
class AlphaDropoutTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_alpha_dropout_basics(self):
self.run_layer_test(
layers.AlphaDropout,
... | 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/regularization/dropout.py | keras/src/layers/regularization/dropout.py | from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
@keras_export("keras.layers.Dropout")
class Dropout(Layer):
"""Applies dropout to the input.
The `Dropout` layer randomly sets input units to 0 with a frequency of
`rate` at each step duri... | 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/regularization/activity_regularization.py | keras/src/layers/regularization/activity_regularization.py | from keras.src import regularizers
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
@keras_export("keras.layers.ActivityRegularization")
class ActivityRegularization(Layer):
"""Layer that applies an update to the cost function based input activity.
Args:
l1: L1 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/regularization/spatial_dropout_test.py | keras/src/layers/regularization/spatial_dropout_test.py | import numpy as np
import pytest
from keras.src import backend
from keras.src import layers
from keras.src.testing import test_case
class SpatialDropoutTest(test_case.TestCase):
@pytest.mark.requires_trainable_backend
def test_spatial_dropout_1d(self):
self.run_layer_test(
layers.SpatialD... | 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/regularization/gaussian_noise_test.py | keras/src/layers/regularization/gaussian_noise_test.py | import numpy as np
import pytest
from keras.src import backend
from keras.src import layers
from keras.src import testing
class GaussianNoiseTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_gaussian_noise_basics(self):
self.run_layer_test(
layers.GaussianNoise,
... | 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/regularization/__init__.py | keras/src/layers/regularization/__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/regularization/dropout_test.py | keras/src/layers/regularization/dropout_test.py | import numpy as np
import pytest
from keras.src import backend
from keras.src import layers
from keras.src import testing
class DropoutTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_dropout_basics(self):
self.run_layer_test(
layers.Dropout,
init_kwarg... | 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/regularization/gaussian_dropout.py | keras/src/layers/regularization/gaussian_dropout.py | import math
from keras.src import backend
from keras.src import layers
from keras.src import ops
from keras.src.api_export import keras_export
@keras_export("keras.layers.GaussianDropout")
class GaussianDropout(layers.Layer):
"""Apply multiplicative 1-centered Gaussian noise.
As it is a regularization 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/regularization/spatial_dropout.py | keras/src/layers/regularization/spatial_dropout.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.regularization.dropout import Dropout
class BaseSpatialDropout(Dropout):
def __init__(self, rate, seed=None, name=None, dtype=None):
... | 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/regularization/gaussian_dropout_test.py | keras/src/layers/regularization/gaussian_dropout_test.py | import numpy as np
import pytest
from keras.src import backend
from keras.src import layers
from keras.src import testing
class GaussianDropoutTest(testing.TestCase):
@pytest.mark.requires_trainable_backend
def test_gaussian_dropout_basics(self):
self.run_layer_test(
layers.GaussianDropou... | 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/legacy/losses.py | keras/src/legacy/losses.py | from keras.src.api_export import keras_export
@keras_export("keras._legacy.losses.Reduction")
class Reduction:
AUTO = "auto"
NONE = "none"
SUM = "sum"
SUM_OVER_BATCH_SIZE = "sum_over_batch_size"
@classmethod
def all(cls):
return (cls.AUTO, cls.NONE, cls.SUM, cls.SUM_OVER_BATCH_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/legacy/__init__.py | keras/src/legacy/__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/legacy/backend.py | keras/src/legacy/backend.py | """Legacy Keras 1/2 backend functions."""
import itertools
import numpy as np
from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.utils.module_utils import tensorflow as tf
py_any = any
py_all = all
@keras_export("keras._legacy.backend.abs")
def abs(x):
"""DEPRECATED."""... | 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/legacy/layers.py | keras/src/legacy/layers.py | """Legacy Keras 1/2 layers.
AlphaDropout
RandomHeight
RandomWidth
ThresholdedReLU
"""
from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.layers.layer import Layer
from keras.src.utils.module_utils import tensorflow as tf
@keras_export("keras._legacy.layers.AlphaDropout")
clas... | 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/legacy/saving/legacy_h5_format_test.py | keras/src/legacy/saving/legacy_h5_format_test.py | import os
import numpy as np
import pytest
import keras
from keras.src import layers
from keras.src import models
from keras.src import ops
from keras.src import testing
from keras.src.legacy.saving import legacy_h5_format
from keras.src.saving import object_registration
from keras.src.saving import serialization_lib... | 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/legacy/saving/serialization.py | keras/src/legacy/saving/serialization.py | """Legacy serialization logic for Keras models."""
import contextlib
import inspect
import threading
import weakref
# isort: off
from keras.src.api_export import keras_export
from keras.src.saving import object_registration
# Flag that determines whether to skip the NotImplementedError when calling
# get_config in 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/legacy/saving/json_utils_test.py | keras/src/legacy/saving/json_utils_test.py | import enum
import pytest
from keras.src import backend
from keras.src import testing
from keras.src.legacy.saving import json_utils
if backend.backend() == "tensorflow":
import tensorflow as tf
class JsonUtilsTestAllBackends(testing.TestCase):
def test_encode_decode_tuple(self):
metadata = {"key1"... | 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/legacy/saving/legacy_h5_format.py | keras/src/legacy/saving/legacy_h5_format.py | import json
import os
import warnings
import numpy as np
from absl import logging
from keras.src import backend
from keras.src.backend.common import global_state
from keras.src.legacy.saving import json_utils
from keras.src.legacy.saving import saving_options
from keras.src.legacy.saving import saving_utils
from kera... | 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/legacy/saving/saving_options.py | keras/src/legacy/saving/saving_options.py | import contextlib
from keras.src.backend.common import global_state
@contextlib.contextmanager
def keras_option_scope(use_legacy_config=True):
use_legacy_config_prev_value = global_state.get_global_attribute(
"use_legacy_config", None
)
global_state.set_global_attribute("use_legacy_config", use_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/legacy/saving/json_utils.py | keras/src/legacy/saving/json_utils.py | """JSON utilities for legacy saving formats (h5 and SavedModel)"""
import collections
import enum
import functools
import json
import numpy as np
from keras.src.legacy.saving import serialization
from keras.src.saving import serialization_lib
from keras.src.utils.module_utils import tensorflow as tf
_EXTENSION_TYPE... | 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/legacy/saving/__init__.py | keras/src/legacy/saving/__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/legacy/saving/saving_utils.py | keras/src/legacy/saving/saving_utils.py | import threading
from absl import logging
from keras.src import backend
from keras.src import losses
from keras.src import metrics as metrics_module
from keras.src import tree
from keras.src.legacy.saving import serialization
from keras.src.saving import object_registration
MODULE_OBJECTS = threading.local()
# Lega... | 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/legacy/preprocessing/image.py | keras/src/legacy/preprocessing/image.py | """Deprecated image preprocessing APIs from Keras 1."""
import collections
import multiprocessing
import os
import threading
import warnings
import numpy as np
from keras.src import backend
from keras.src.api_export import keras_export
from keras.src.trainers.data_adapters.py_dataset_adapter import PyDataset
from ke... | 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/legacy/preprocessing/sequence.py | keras/src/legacy/preprocessing/sequence.py | """Deprecated sequence preprocessing APIs from Keras 1."""
import json
import random
import numpy as np
from keras.src.api_export import keras_export
from keras.src.trainers.data_adapters.py_dataset_adapter import PyDataset
@keras_export("keras._legacy.preprocessing.sequence.TimeseriesGenerator")
class TimeseriesG... | 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/legacy/preprocessing/__init__.py | keras/src/legacy/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/legacy/preprocessing/text.py | keras/src/legacy/preprocessing/text.py | """Deprecated text preprocessing APIs from Keras 1."""
import collections
import hashlib
import json
import warnings
import numpy as np
from keras.src.api_export import keras_export
@keras_export("keras._legacy.preprocessing.text.text_to_word_sequence")
def text_to_word_sequence(
input_text,
filters='!"#$%... | 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/export/litert_test.py | keras/src/export/litert_test.py | import os
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
from keras.src import tree
from keras.src.saving import saving_lib
from keras.src.testing.te... | 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/export/tfsm_layer_test.py | keras/src/export/tfsm_layer_test.py | import os
import numpy as np
import pytest
import tensorflow as tf
from keras.src import backend
from keras.src import layers
from keras.src import models
from keras.src import testing
from keras.src import utils
from keras.src.export import saved_model
from keras.src.export import tfsm_layer
from keras.src.export.sa... | 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/export/export_utils.py | keras/src/export/export_utils.py | from keras.src import backend
from keras.src import layers
from keras.src import models
from keras.src import ops
from keras.src import tree
from keras.src.utils.module_utils import tensorflow as tf
def get_input_signature(model):
"""Get input signature for model export.
Args:
model: A Keras Model in... | python | Apache-2.0 | c67eddb4ff8b615886893ca996dc216bc923d598 | 2026-01-04T14:38:29.819962Z | false |
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