Remove from __future__ imports.

PiperOrigin-RevId: 402764625

Author: SiegeLordEx

discussion/neutra/__init__.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """NeuTra."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 from discussion.neutra.neutra_kernel import NeuTra
 
 __all__ = ['NeuTra']

discussion/neutra/neutra_kernel.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Implementation of the NeuTra Kernel."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import numpy as np
 import tensorflow.compat.v1 as tf
 import tensorflow_probability as tfp

discussion/neutra/neutra_kernel_test.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Tests NeuTra."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 # Dependency imports
 from absl.testing import parameterized
 

discussion/turnkey_inference_candidate/__init__.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """A collection of candidate routines/stategies for turnkey inference."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 from discussion.turnkey_inference_candidate.window_tune_nuts_sampling import window_tune_nuts_sampling
 
 __all__ = ['window_tune_nuts_sampling']

discussion/turnkey_inference_candidate/window_tune_nuts_sampling_test.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Tests for window_tune_nuts_sampling."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import numpy as np
 import tensorflow.compat.v2 as tf
 import tensorflow_probability as tfp

tensorflow_probability/examples/bayesian_neural_network.py

@@ -24,10 +24,6 @@
      http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdf
 """
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import os
 import warnings
 

tensorflow_probability/examples/cifar10_bnn.py

@@ -34,10 +34,6 @@
      https://arxiv.org/pdf/1409.1556.pdf
 """
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import os
 import warnings
 

tensorflow_probability/examples/disentangled_vae.py

@@ -97,10 +97,6 @@
      https://arxiv.org/abs/1803.02991
 """
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 from datetime import datetime
 import functools
 

tensorflow_probability/examples/disentangled_vae_test.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Tests for the Disentangled Sequential Variational Autoencoder."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import numpy as np
 import tensorflow.compat.v1 as tf
 

tensorflow_probability/examples/jupyter_notebooks/Estimating_COVID_19_in_11_European_countries.ipynb

@@ -114,10 +114,6 @@
       "outputs": [],
       "source": [
         "#@title Imports\n",
-        "from __future__ import absolute_import\n",
-        "from __future__ import division\n",
-        "from __future__ import print_function\n",
-        "\n",
         "import collections\n",
         "from pprint import pprint\n",
         "\n",

tensorflow_probability/examples/jupyter_notebooks/Linear_Mixed_Effects_Model_Variational_Inference.ipynb

@@ -283,10 +283,6 @@
         "%matplotlib inline\n",
         "%config InlineBackend.figure_format = 'retina'\n",
         "\n",
-        "from __future__ import absolute_import\n",
-        "from __future__ import division\n",
-        "from __future__ import print_function\n",
-        "\n",
         "import os\n",
         "from six.moves import urllib\n",
         "\n",

tensorflow_probability/examples/jupyter_notebooks/Undocumented_Infection_and_the_Dissemination_of_SARS-CoV2.ipynb

@@ -141,10 +141,6 @@
    },
    "outputs": [],
    "source": [
-    "from __future__ import absolute_import\n",
-    "from __future__ import division\n",
-    "from __future__ import print_function\n",
-    "\n",
     "import collections\n",
     "import io\n",
     "import requests\n",

tensorflow_probability/examples/latent_dirichlet_allocation_distributions.py

@@ -92,10 +92,6 @@
      https://arxiv.org/abs/1703.01488
 """
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import functools
 import os
 

tensorflow_probability/examples/logistic_regression.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Trains a Bayesian logistic regression model on synthetic data."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import os
 
 # Dependency imports

tensorflow_probability/examples/models/bayesian_resnet.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Builds a Bayesian ResNet18 Model."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import tensorflow.compat.v1 as tf
 import tensorflow_probability as tfp
 

tensorflow_probability/examples/models/bayesian_vgg.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Builds a Bayesian VGG16 Model."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import tensorflow.compat.v1 as tf
 import tensorflow_probability as tfp
 

tensorflow_probability/examples/sprites_dataset.py

@@ -26,10 +26,6 @@
      In _International Conference on Machine Learning_, 2018.
      https://arxiv.org/abs/1803.02991
 """
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 from collections import namedtuple
 import os
 import random

tensorflow_probability/examples/statistical_rethinking/rethinking/__init__.py

@@ -13,8 +13,4 @@
 # limitations under the License.
 # ============================================================================
 """Helper and boilerplate code for Statistical Rethinking notebooks."""
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 from tensorflow_probability.examples.statistical_rethinking.rethinking.quap import *

tensorflow_probability/examples/statistical_rethinking/rethinking/quap.py

@@ -18,10 +18,6 @@
 around existing TensorFlow Probability functions.
 """
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import tensorflow.compat.v2 as tf
 import tensorflow_probability as tfp
 

tensorflow_probability/examples/statistical_rethinking/rethinking/quap_test.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Tests for quap."""
 
-from __future__ import absolute_import
-from __future__ import division
-# [internal] enable type annotations
-from __future__ import print_function
 import collections
 
 # Dependency imports

tensorflow_probability/examples/vae.py

@@ -108,10 +108,6 @@
      https://arxiv.org/abs/1509.00519
 """
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import functools
 import os
 

tensorflow_probability/examples/vq_vae.py

@@ -29,10 +29,6 @@
      Systems_, 2017. https://arxiv.org/abs/1711.00937
 """
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import functools
 import os
 import time

tensorflow_probability/python/__init__.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Tools for probabilistic reasoning in TensorFlow."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import functools
 import sys
 import types

tensorflow_probability/python/bijectors/__init__.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Bijective transformations."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 # pylint: disable=unused-import,wildcard-import,line-too-long,g-importing-member
 
 from tensorflow_probability.python.bijectors.absolute_value import AbsoluteValue

tensorflow_probability/python/bijectors/absolute_value.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """AbsoluteValue bijector."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import tensorflow.compat.v2 as tf
 
 from tensorflow_probability.python.bijectors import bijector

tensorflow_probability/python/bijectors/absolute_value_test.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Tests for AbsoluteValue Bijector."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import tensorflow.compat.v2 as tf
 
 from tensorflow_probability.python import bijectors as tfb

tensorflow_probability/python/bijectors/ascending.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Ascending bijector."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import tensorflow.compat.v2 as tf
 
 from tensorflow_probability.python.bijectors import bijector

tensorflow_probability/python/bijectors/ascending_test.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Tests for Bijector."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 # Dependency imports
 
 import numpy as np

tensorflow_probability/python/bijectors/batch_normalization.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Batch Norm bijector."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 
 # Dependency imports
 import tensorflow.compat.v1 as tf1

tensorflow_probability/python/bijectors/batch_normalization_test.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Tests for BatchNorm Bijector."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 # Dependency imports
 
 from absl.testing import parameterized

tensorflow_probability/python/bijectors/bijector.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Bijector base."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import abc
 import contextlib
 

tensorflow_probability/python/bijectors/bijector_composition_test.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Tests for Bijector."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import functools
 
 # Dependency imports

tensorflow_probability/python/bijectors/bijector_properties_test.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Property-based tests for TFP bijectors."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import collections
 import functools
 from absl.testing import parameterized

tensorflow_probability/python/bijectors/bijector_test.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Tests for Bijector."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 # Dependency imports
 from absl.testing import parameterized
 import mock

tensorflow_probability/python/bijectors/bijector_test_util.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Bijector unit-test utilities."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 # Dependency imports
 from absl import logging
 import numpy as np

tensorflow_probability/python/bijectors/blockwise.py

@@ -14,10 +14,6 @@
 # ============================================================================
 """Blockwise bijector."""
 
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-
 import numpy as np
 import tensorflow.compat.v2 as tf