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# Description:
# Contains kernel methods for TensorFlow.
licenses(["notice"]) # Apache 2.0
exports_files(["LICENSE"])
package(default_visibility = ["//tensorflow:__subpackages__"])
load("//tensorflow:tensorflow.bzl", "py_test")
py_library(
name = "kernel_methods",
srcs = [
"__init__.py",
"python/kernel_estimators.py",
"python/losses.py",
"python/mappers/random_fourier_features.py",
],
srcs_version = "PY2AND3",
deps = [
":dense_kernel_mapper_py",
"//tensorflow/contrib/layers:layers_py",
"//tensorflow/contrib/learn",
"//tensorflow/python:array_ops",
"//tensorflow/python:check_ops",
"//tensorflow/python:constant_op",
"//tensorflow/python:dtypes",
"//tensorflow/python:framework_ops",
"//tensorflow/python:math_ops",
"//tensorflow/python:nn_ops",
"//tensorflow/python:platform",
"//tensorflow/python:util",
"//tensorflow/python/ops/losses",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_library(
name = "dense_kernel_mapper_py",
srcs = ["python/mappers/dense_kernel_mapper.py"],
srcs_version = "PY2AND3",
deps = ["@six_archive//:six"],
)
py_test(
name = "random_fourier_features_test",
srcs = ["python/mappers/random_fourier_features_test.py"],
srcs_version = "PY2AND3",
deps = [
":dense_kernel_mapper_py",
":kernel_methods",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:math_ops",
"//tensorflow/python:nn",
"//tensorflow/python:platform_test",
"//tensorflow/python:random_ops",
],
)
py_test(
name = "kernel_estimators_test",
srcs = ["python/kernel_estimators_test.py"],
srcs_version = "PY2AND3",
tags = ["notsan"],
deps = [
":kernel_methods",
"//tensorflow/contrib/layers:layers_py",
"//tensorflow/contrib/learn",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
"//tensorflow/python:sparse_tensor",
"//third_party/py/numpy",
],
)
py_test(
name = "losses_test",
srcs = ["python/losses_test.py"],
srcs_version = "PY2AND3",
deps = [
":kernel_methods",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:errors",
"//tensorflow/python:framework_for_generated_wrappers",
"//third_party/py/numpy",
],
)
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