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WeHub snapshot of ee606724a5c2f63bf60704cb3e1b169618993fd9
2026-08-07 16:11:07 +08:00

434 lines
13 KiB
Python

# Copyright 2026 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
load("@xla//third_party/rules_python/python:py_library.bzl", "py_library")
package(
# copybara:uncomment default_applicable_licenses = ["//tensorflow:license"],
default_visibility = ["//tensorflow:internal"],
licenses = ["notice"],
)
py_library(
name = "distributions",
srcs = ["__init__.py"],
deprecation = ("TensorFlow Distributions has migrated to " +
"TensorFlow Probability " +
"(https://github.com/tensorflow/probability). " +
"Deprecated copies remaining in tf.distributions " +
"will not receive new features, and will be removed by " +
"early 2019. You should update all usage of " +
"`tf.distributions` to `tfp.distributions`."),
strict_deps = True,
deps = [
":distributions_py",
],
)
py_library(
name = "distributions_py",
srcs = ["distributions.py"],
strict_deps = True,
deps = [
":bernoulli",
":beta",
":categorical",
":dirichlet",
":dirichlet_multinomial",
":distribution",
":exponential",
":gamma",
":kullback_leibler",
":laplace",
":multinomial",
":normal",
":student_t",
":uniform",
"//tensorflow/python/util:deprecation",
],
)
py_library(
name = "util",
srcs = ["util.py"],
strict_deps = True,
deps = [
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:tensor_util",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:array_ops_stack",
"//tensorflow/python/ops:check_ops",
"//tensorflow/python/ops:cond",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:linalg_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:nn",
"//tensorflow/python/util:tf_inspect",
"//third_party/py/numpy",
],
)
py_library(
name = "kullback_leibler",
srcs = ["kullback_leibler.py"],
strict_deps = True,
deps = [
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:control_flow_assert",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
"//tensorflow/python/util:tf_inspect",
],
)
py_library(
name = "laplace",
srcs = ["laplace.py"],
strict_deps = True,
deps = [
":distribution",
":special_math",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:check_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:nn",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
"//third_party/py/numpy",
],
)
py_library(
name = "dirichlet",
srcs = ["dirichlet.py"],
strict_deps = True,
deps = [
":distribution",
":kullback_leibler",
":util",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:check_ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/ops:special_math_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
"//third_party/py/numpy",
],
)
py_library(
name = "beta",
srcs = ["beta.py"],
strict_deps = True,
deps = [
":distribution",
":kullback_leibler",
":util",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:check_ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:nn",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
"//third_party/py/numpy",
],
)
py_library(
name = "bernoulli",
srcs = ["bernoulli.py"],
strict_deps = True,
deps = [
":distribution",
":kullback_leibler",
":util",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:nn",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
],
)
py_library(
name = "uniform",
srcs = ["uniform.py"],
strict_deps = True,
deps = [
":distribution",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:check_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
],
)
py_library(
name = "special_math",
srcs = ["special_math.py"],
strict_deps = True,
deps = [
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:math_ops",
"//third_party/py/numpy",
],
)
py_library(
name = "bijector_impl",
srcs = ["bijector_impl.py"],
strict_deps = True,
deps = [
":util",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:tensor_util",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:check_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/util:object_identity",
"//third_party/py/numpy",
],
)
py_library(
name = "normal",
srcs = ["normal.py"],
strict_deps = True,
deps = [
":distribution",
":kullback_leibler",
":special_math",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:check_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:nn",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
],
)
py_library(
name = "dirichlet_multinomial",
srcs = ["dirichlet_multinomial.py"],
strict_deps = True,
deps = [
":distribution",
":util",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:check_ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/ops:special_math_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
],
)
py_library(
name = "distribution",
srcs = ["distribution.py"],
strict_deps = True,
deps = [
":kullback_leibler",
":util",
"//tensorflow/python/eager:context",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:tensor_util",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
"//tensorflow/python/util:tf_inspect",
"//third_party/py/numpy",
],
)
py_library(
name = "identity_bijector",
srcs = ["identity_bijector.py"],
strict_deps = True,
deps = [
":bijector",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/util:deprecation",
],
)
py_library(
name = "categorical",
srcs = ["categorical.py"],
strict_deps = True,
deps = [
":distribution",
":kullback_leibler",
":util",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:nn_ops",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
],
)
py_library(
name = "bijector_test_util",
srcs = ["bijector_test_util.py"],
strict_deps = True,
deps = [
":uniform",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:math_ops",
"//third_party/py/numpy",
],
)
py_library(
name = "bijector",
srcs = ["bijector.py"],
strict_deps = True,
deps = [":bijector_impl"],
)
py_library(
name = "exponential",
srcs = ["exponential.py"],
strict_deps = True,
deps = [
":gamma",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:nn",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
"//third_party/py/numpy",
],
)
py_library(
name = "gamma",
srcs = ["gamma.py"],
strict_deps = True,
deps = [
":distribution",
":kullback_leibler",
":util",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:check_ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:nn",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
"//third_party/py/numpy",
],
)
py_library(
name = "multinomial",
srcs = ["multinomial.py"],
strict_deps = True,
deps = [
":distribution",
":util",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:check_ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:map_fn",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:nn_ops",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
],
)
py_library(
name = "transformed_distribution",
srcs = ["transformed_distribution.py"],
strict_deps = True,
deps = [
":distribution",
":identity_bijector",
":util",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:tensor_util",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:array_ops_stack",
"//tensorflow/python/ops:check_ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/util:deprecation",
"//third_party/py/numpy",
],
)
py_library(
name = "student_t",
srcs = ["student_t.py"],
strict_deps = True,
deps = [
":distribution",
":util",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:check_ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:nn",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/ops:special_math_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
"//third_party/py/numpy",
],
)