Automated Code Change

PiperOrigin-RevId: 696486452
tensorflow · Nov 14, 2024 · 4c10aa4 · 4c10aa4
1 parent 5fa62e1
commit 4c10aa4
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diff --git a/discussion/neutra/neutra_kernel_test.py b/discussion/neutra/neutra_kernel_test.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """Tests NeuTra."""
 
-# Dependency imports
 from absl.testing import parameterized
 
 import tensorflow.compat.v1 as tf

diff --git a/spinoffs/inference_gym/inference_gym/targets/vectorized_stochastic_volatility_test.py b/spinoffs/inference_gym/inference_gym/targets/vectorized_stochastic_volatility_test.py
@@ -14,8 +14,6 @@
 
 import functools
 
-# Dependency imports
-
 from absl import logging
 from absl.testing import parameterized
 import numpy as np

diff --git a/tensorflow_probability/examples/statistical_rethinking/rethinking/quap_test.py b/tensorflow_probability/examples/statistical_rethinking/rethinking/quap_test.py
@@ -16,7 +16,6 @@
 
 import collections
 
-# Dependency imports
 from absl.testing import parameterized
 
 import tensorflow.compat.v2 as tf

diff --git a/tensorflow_probability/python/debugging/benchmarking/benchmark_tf_function.py b/tensorflow_probability/python/debugging/benchmarking/benchmark_tf_function.py
@@ -27,8 +27,6 @@
 import pprint
 import time
 
-# Dependency imports
-
 import tensorflow.compat.v2 as tf
 
 RUNTIME_EAGER = 'eager'

diff --git a/tensorflow_probability/python/experimental/distribute/sharded.py b/tensorflow_probability/python/experimental/distribute/sharded.py
@@ -14,8 +14,6 @@
 # ============================================================================
 """Distributions for distributed computations."""
 
-# Dependency imports
-
 import tensorflow.compat.v2 as tf
 
 from tensorflow_probability.python.distributions import distribution as distribution_lib

diff --git a/tensorflow_probability/python/experimental/marginalize/marginalizable_test.py b/tensorflow_probability/python/experimental/marginalize/marginalizable_test.py
@@ -21,8 +21,6 @@
 import functools
 import itertools
 
-# Dependency imports
-
 import numpy as np
 import tensorflow.compat.v2 as tf
 from tensorflow_probability.python.distributions import bernoulli

diff --git a/tensorflow_probability/python/experimental/mcmc/internal/test_fixtures.py b/tensorflow_probability/python/experimental/mcmc/internal/test_fixtures.py
@@ -16,7 +16,6 @@
 
 import collections
 
-# Dependency imports
 import tensorflow.compat.v2 as tf
 from tensorflow_probability.python.experimental.mcmc import reducer
 from tensorflow_probability.python.mcmc import kernel

diff --git a/tensorflow_probability/python/experimental/nn/util/convolution_util_test.py b/tensorflow_probability/python/experimental/nn/util/convolution_util_test.py
@@ -14,8 +14,6 @@
 # ============================================================================
 """Tests for batched convolutions."""
 
-# Dependency imports
-
 from absl.testing import parameterized
 
 import numpy as np

diff --git a/tensorflow_probability/python/experimental/nn/util/kernel_bias_test.py b/tensorflow_probability/python/experimental/nn/util/kernel_bias_test.py
@@ -14,8 +14,6 @@
 # ============================================================================
 """Tests for kernel_bias."""
 
-# Dependency imports
-
 from tensorflow_probability.python.experimental.nn.util import kernel_bias
 from tensorflow_probability.python.internal import test_util
 

diff --git a/...flow_probability/python/experimental/sequential/ensemble_adjustment_kalman_filter_test.py b/...flow_probability/python/experimental/sequential/ensemble_adjustment_kalman_filter_test.py
@@ -15,8 +15,6 @@
 """Tests for the Ensemble Adjustment Kalman Filter."""
 
 
-# Dependency imports
-
 import tensorflow.compat.v2 as tf
 
 from tensorflow_probability.python.distributions import joint_distribution_named as jdn

diff --git a/tensorflow_probability/python/experimental/sequential/ensemble_kalman_filter_test.py b/tensorflow_probability/python/experimental/sequential/ensemble_kalman_filter_test.py
@@ -16,7 +16,6 @@
 
 import collections
 
-# Dependency imports
 from absl.testing import parameterized
 import numpy as np
 

diff --git a/tensorflow_probability/python/experimental/util/trainable.py b/tensorflow_probability/python/experimental/util/trainable.py
@@ -16,7 +16,6 @@
 
 import functools
 
-# Dependency imports
 import tensorflow.compat.v2 as tf
 
 from tensorflow_probability.python.internal import docstring_util

diff --git a/tensorflow_probability/python/internal/backend/jax/rewrite.py b/tensorflow_probability/python/internal/backend/jax/rewrite.py
@@ -14,8 +14,6 @@
 # ============================================================================
 """Rewrite script for NP->JAX."""
 
-# Dependency imports
-
 from absl import app
 from absl import flags
 

diff --git a/tensorflow_probability/python/layers/internal/distribution_tensor_coercible_test.py b/tensorflow_probability/python/layers/internal/distribution_tensor_coercible_test.py
@@ -15,8 +15,6 @@
 import gc
 import operator
 
-# Dependency imports
-
 from absl.testing import parameterized
 import numpy as np
 import tensorflow.compat.v1 as tf1

diff --git a/tensorflow_probability/python/math/ode/xla_test.py b/tensorflow_probability/python/math/ode/xla_test.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """XLA tests for TensorFlow Probability ODE solvers."""
 
-# Dependency imports
 from absl import flags
 from absl.testing import parameterized
 import numpy as np

diff --git a/tensorflow_probability/python/math/psd_kernels/internal/util_test.py b/tensorflow_probability/python/math/psd_kernels/internal/util_test.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """Tests for Positive-Semidefinite Kernels utilities."""
 
-# Dependency imports
 from absl.testing import parameterized
 import numpy as np
 import tensorflow.compat.v1 as tf1

diff --git a/tensorflow_probability/python/monte_carlo/expectation_test.py b/tensorflow_probability/python/monte_carlo/expectation_test.py
@@ -14,8 +14,6 @@
 # ============================================================================
 """Tests for Monte Carlo Ops."""
 
-# Dependency imports
-
 import tensorflow.compat.v2 as tf
 from tensorflow_probability.python.distributions import bernoulli
 from tensorflow_probability.python.distributions import joint_distribution_named as jdn

diff --git a/tensorflow_probability/python/random/random_ops_test.py b/tensorflow_probability/python/random/random_ops_test.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """Tests for generating random samples."""
 
-# Dependency imports
 import numpy as np
 
 import tensorflow.compat.v1 as tf1

diff --git a/tensorflow_probability/substrates/meta/rewrite.py b/tensorflow_probability/substrates/meta/rewrite.py
@@ -16,7 +16,6 @@
 
 import collections
 
-# Dependency imports
 from absl import app
 from absl import flags