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PiperOrigin-RevId: 697705744
tensorflow · Nov 18, 2024 · 95aa519 · 95aa519
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commit 95aa519
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Showing 21 changed files with 0 additions and 29 deletions.
diff --git a/tensorflow_probability/python/experimental/distributions/increment_log_prob.py b/tensorflow_probability/python/experimental/distributions/increment_log_prob.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """The `IncrementLogProb` class."""
 
-# Dependency imports
 import tensorflow.compat.v2 as tf
 
 from tensorflow_probability.python.bijectors import identity as identity_bijector

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

diff --git a/...bability/python/experimental/distributions/multitask_gaussian_process_regression_model.py b/...bability/python/experimental/distributions/multitask_gaussian_process_regression_model.py
@@ -16,8 +16,6 @@
 
 import functools
 
-# Dependency imports
-
 import tensorflow.compat.v2 as tf
 from tensorflow_probability.python.bijectors import softplus as softplus_bijector
 from tensorflow_probability.python.distributions import cholesky_util

diff --git a/...ity/python/experimental/distributions/multitask_gaussian_process_regression_model_test.py b/...ity/python/experimental/distributions/multitask_gaussian_process_regression_model_test.py
@@ -15,8 +15,6 @@
 """Tests for MultiTaskGaussianProcessRegressionModel."""
 
 from unittest import mock
-# Dependency imports
-
 from absl.testing import parameterized
 import numpy as np
 

diff --git a/tensorflow_probability/python/experimental/distributions/multitask_gaussian_process_test.py b/tensorflow_probability/python/experimental/distributions/multitask_gaussian_process_test.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """Tests for MultiTaskGaussianProcess."""
 
-# Dependency imports
 from absl.testing import parameterized
 
 import numpy as np

diff --git a/tensorflow_probability/python/experimental/distributions/mvn_precision_factor_linop_test.py b/tensorflow_probability/python/experimental/distributions/mvn_precision_factor_linop_test.py
@@ -14,8 +14,6 @@
 # ============================================================================
 """Tests for tensorflow_probability.python.experimental.distributions.mvn_precision_factor_linop."""
 
-# Dependency imports
-
 import numpy as np
 import tensorflow.compat.v2 as tf
 

diff --git a/tensorflow_probability/python/stats/leave_one_out_test.py b/tensorflow_probability/python/stats/leave_one_out_test.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """Tests for tensorflow_probability.python.stats.leave_one_out."""
 
-# Dependency imports
 import numpy as np
 
 import tensorflow.compat.v2 as tf

diff --git a/tensorflow_probability/python/stats/moving_stats.py b/tensorflow_probability/python/stats/moving_stats.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """Functions for computing moving statistics of a value stream."""
 
-# Dependency imports
 import numpy as np
 import tensorflow.compat.v2 as tf
 

diff --git a/tensorflow_probability/python/stats/moving_stats_test.py b/tensorflow_probability/python/stats/moving_stats_test.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """Tests for computing moving-average statistics."""
 
-# Dependency imports
 import numpy as np
 import tensorflow.compat.v2 as tf
 

diff --git a/tensorflow_probability/python/stats/quantiles.py b/tensorflow_probability/python/stats/quantiles.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """Functions for computing statistics of samples."""
 
-# Dependency imports
 import numpy as np
 import tensorflow.compat.v2 as tf
 

diff --git a/tensorflow_probability/python/stats/quantiles_test.py b/tensorflow_probability/python/stats/quantiles_test.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """Tests for quantiles.py."""
 
-# Dependency imports
 import numpy as np
 import tensorflow.compat.v1 as tf1
 import tensorflow.compat.v2 as tf

diff --git a/tensorflow_probability/python/stats/ranking_test.py b/tensorflow_probability/python/stats/ranking_test.py
@@ -13,8 +13,6 @@
 # limitations under the License.
 """Tests for tensorflow_probability.python.stats.ranking_stats."""
 
-# Dependency imports
-
 from absl.testing import parameterized
 
 import numpy as np

diff --git a/tensorflow_probability/python/stats/sample_stats.py b/tensorflow_probability/python/stats/sample_stats.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """Functions for computing statistics of samples."""
 
-# Dependency imports
 import numpy as np
 import tensorflow.compat.v2 as tf
 

diff --git a/tensorflow_probability/python/stats/sample_stats_test.py b/tensorflow_probability/python/stats/sample_stats_test.py
@@ -14,8 +14,6 @@
 # ============================================================================
 """Tests for Sample Stats Ops."""
 
-# Dependency imports
-
 import numpy as np
 import tensorflow.compat.v1 as tf1
 import tensorflow.compat.v2 as tf

diff --git a/tensorflow_probability/python/sts/decomposition.py b/tensorflow_probability/python/sts/decomposition.py
@@ -15,7 +15,6 @@
 """Methods for decomposing StructuralTimeSeries models."""
 import collections
 
-# Dependency imports
 import tensorflow.compat.v2 as tf
 
 from tensorflow_probability.python.experimental import util as tfe_util

diff --git a/tensorflow_probability/python/sts/decomposition_test.py b/tensorflow_probability/python/sts/decomposition_test.py
@@ -14,8 +14,6 @@
 # ============================================================================
 """Tests for STS decomposition methods."""
 
-# Dependency imports
-
 import numpy as np
 import tensorflow.compat.v1 as tf1
 import tensorflow.compat.v2 as tf

diff --git a/tensorflow_probability/python/sts/default_model_test.py b/tensorflow_probability/python/sts/default_model_test.py
@@ -14,8 +14,6 @@
 # ============================================================================
 """Tests for automatically building StructuralTimeSeries models."""
 
-# Dependency imports
-
 import pandas as pd
 import tensorflow.compat.v2 as tf
 

diff --git a/tensorflow_probability/python/sts/fitting_test.py b/tensorflow_probability/python/sts/fitting_test.py
@@ -14,7 +14,6 @@
 # ============================================================================
 """Tests for STS fitting methods."""
 
-# Dependency imports
 from absl.testing import parameterized
 
 import numpy as np

diff --git a/tensorflow_probability/python/sts/forecast.py b/tensorflow_probability/python/sts/forecast.py
@@ -13,7 +13,6 @@
 # limitations under the License.
 # ============================================================================
 """Methods for forecasting in StructuralTimeSeries models."""
-# Dependency imports
 import tensorflow.compat.v2 as tf
 
 from tensorflow_probability.python.distributions import categorical

diff --git a/tensorflow_probability/python/sts/forecast_test.py b/tensorflow_probability/python/sts/forecast_test.py
@@ -14,8 +14,6 @@
 # ============================================================================
 """Tests for STS forecasting methods."""
 
-# Dependency imports
-
 import numpy as np
 import tensorflow.compat.v1 as tf1
 import tensorflow.compat.v2 as tf

diff --git a/tensorflow_probability/python/sts/structural_time_series.py b/tensorflow_probability/python/sts/structural_time_series.py
@@ -16,7 +16,6 @@
 import collections
 import types
 
-# Dependency imports
 import tensorflow.compat.v2 as tf
 
 from tensorflow_probability.python.distributions import joint_distribution_auto_batched