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Commits on May 17, 2019

• BREAKING CHANGE: Don't pass AutoregressiveNetwork.__init__ kwargs to Dense __init__.

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• Update tf.where -> tf.compat.v1.where.

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Commits on May 8, 2019

• Rename tfb.AutoregressiveLayer to tfb.AutoregressiveNetwork.

  Show description for f056341
  

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• Support kernel and bias constraints/regularizers/initializers in tfb.AutoregressiveLayer.

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Commits on Apr 30, 2019

• Fix typo in Probabilistic Layers Regression colab.

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Commits on Apr 25, 2019

• Add distribution layer for masked autoregressive flow in Keras.

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• Forward kwargs in MaskedAutoregressiveFlow to support conditional AR flows.

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• In tfb.BatchNormalization, use keras layer over compat.v1 layer by default.

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• Use % instead of tf.mod.

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Commits on Apr 3, 2019

• Add Keras layer for masked autoregressive flows.

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• Fix test breakage from changes in Keras involving loss functions.

  Show description for 157d1bc
  

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Commits on Mar 29, 2019

• Increase size of layers:distribution_layer_test.

  Show description for 32f16fc
  

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• Enable save/load of Keras models with DistributionLambda layers.

  Show description for 037b466
  

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Commits on Mar 27, 2019

• Enable save/load of Keras models with IndependentX or MixtureX layers.

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Commits on Mar 6, 2019

• Eliminate a warning in VariationalGaussianProcess layer.

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Commits on Mar 2, 2019

• Implements tfd.Blockwise.mean.

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Commits on Feb 24, 2019

• Fix typo in docstring of tfpl.MixtureSameFamily

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Commits on Feb 14, 2019

• Run dense, conv variational layer tests in eager mode.

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• Update distribution_layer tests to generate random data a single time.

  Show description for e36e311
  

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Commits on Feb 4, 2019

• Add MixtureNormal and MixtureLogistic distribution layers.

  Show description for 0ba433d
  

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Commits on Jan 30, 2019

• Disable explicit caching in masked_autoregressive in eager mode.

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Commits on Jan 29, 2019

• Add a local level STS model component.

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• Shard sts:seasonal_test.

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Commits on Jan 23, 2019

• Support float64 in tfpl.MultivariateNormalTriL.

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Commits on Jan 22, 2019

• Add IndependentLogistic and IndependentPoisson distribution layers.

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Commits on Jan 18, 2019

• Refactor common test code for independent distribution layers.

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Commits on Jan 15, 2019

• Handle rank-0/empty event_shape in tfpl.Independent{Bernoulli,Normal}.

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• Run additional tests in eager mode.

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Commits on Jan 4, 2019

• Add a MixtureSameFamily distribution layer.

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Commits on Jan 3, 2019

• Fix doc typo tfp.Distribution -> tfd.Distribution.

  Show description for d77c122
  

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Commits on Dec 26, 2018

• Add an IndependentNormal distribution layer.

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