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PiperOrigin-RevId: 702411788
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Googler authored and tensorflower-gardener committed Dec 3, 2024
1 parent 603a35b commit 7f32749
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# limitations under the License.
# ============================================================================
"""Autoregressive model."""
# Dependency imports
import tensorflow.compat.v2 as tf

from tensorflow_probability.python.bijectors import chain
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# limitations under the License.
# ============================================================================
"""Autoregressive integrated moving average (ARIMA) model."""
# Dependency imports
import tensorflow.compat.v2 as tf

from tensorflow_probability.python.bijectors import chain
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# ============================================================================
"""Autoregressive State Space Model Tests."""

# Dependency imports
import numpy as np
import tensorflow.compat.v1 as tf1
import tensorflow.compat.v2 as tf
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# ============================================================================
"""Autoregressive State Space Model Tests."""

# Dependency imports
import numpy as np
import tensorflow.compat.v1 as tf1
import tensorflow.compat.v2 as tf
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# limitations under the License.
# ============================================================================
"""Dynamic Linear Regression model."""
# Dependency imports
import tensorflow.compat.v2 as tf

from tensorflow_probability.python.bijectors import chain
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# ============================================================================
"""Dynamic Linear Regression State Space Model Tests."""

# Dependency imports

import numpy as np
import tensorflow.compat.v1 as tf1
import tensorflow.compat.v2 as tf
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# limitations under the License.
# ============================================================================
"""Local Level model."""
# Dependency imports
import tensorflow.compat.v2 as tf

from tensorflow_probability.python.bijectors import chain
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# ============================================================================
"""Local Linear Trend State Space Model Tests."""

# Dependency imports

import numpy as np
import tensorflow.compat.v1 as tf1
import tensorflow.compat.v2 as tf
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# limitations under the License.
# ============================================================================
"""Local Linear Trend model."""
# Dependency imports
import tensorflow.compat.v2 as tf

from tensorflow_probability.python.bijectors import chain
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# ============================================================================
"""Local Linear Trend State Space Model Tests."""

# Dependency imports

import numpy as np
import tensorflow.compat.v1 as tf1
import tensorflow.compat.v2 as tf
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1 change: 0 additions & 1 deletion tensorflow_probability/python/sts/components/regression.py
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# limitations under the License.
# ============================================================================
"""Regression components."""
# Dependency imports
import tensorflow.compat.v2 as tf

from tensorflow_probability.python.bijectors import identity
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# ============================================================================
"""Regression model tests."""

# Dependency imports

import numpy as np
import tensorflow.compat.v1 as tf1
import tensorflow.compat.v2 as tf
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1 change: 0 additions & 1 deletion tensorflow_probability/python/sts/components/seasonal.py
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# limitations under the License.
# ============================================================================
"""Seasonal model."""
# Dependency imports
import numpy as np
import tensorflow.compat.v2 as tf

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2 changes: 0 additions & 2 deletions tensorflow_probability/python/sts/components/seasonal_test.py
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import math

# Dependency imports

from absl.testing import parameterized
import numpy as np
import tensorflow.compat.v1 as tf1
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# limitations under the License.
# ============================================================================
"""Semi-Local Linear Trend model."""
# Dependency imports
import tensorflow.compat.v2 as tf

from tensorflow_probability.python.bijectors import chain
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# ============================================================================
"""Semilocal Linear Trend Model Tests."""

# Dependency imports

import numpy as np
import tensorflow.compat.v1 as tf1
import tensorflow.compat.v2 as tf
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# limitations under the License.
# ============================================================================
"""Smooth Seasonal model."""
# Dependency imports
import numpy as np
import tensorflow.compat.v2 as tf

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# ============================================================================
"""Smooth Seasonal Model Tests."""

# Dependency imports

import numpy as np
import tensorflow.compat.v1 as tf1
import tensorflow.compat.v2 as tf
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1 change: 0 additions & 1 deletion tensorflow_probability/python/sts/components/sum.py
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import collections

# Dependency imports
import tensorflow.compat.v2 as tf

from tensorflow_probability.python.bijectors import chain
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1 change: 0 additions & 1 deletion tensorflow_probability/python/sts/components/sum_test.py
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# ============================================================================
"""Additive State Space Model Tests."""

# Dependency imports
from absl.testing import parameterized

import numpy as np
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