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Commits on Feb 8, 2021

• Minor improvements, mostly to text, in the VI and JointDistributions Colab.

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Commits on Feb 3, 2021

• Add test to ensure gradients work in tfp.experimental.nn convolutions.

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Commits on Feb 1, 2021

• Enable strides >= filters in tfp.experimental.nn transpose convolutions.

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Commits on Jan 29, 2021

• Fix link in VI and JointDistributions colab.

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Commits on Jan 28, 2021

• Update Radon VI example Colab to include fixed effects and demonstrate Bayesian credible intervals.

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Commits on Jan 23, 2021

• Add a dtype arg to the Inference Gym Radon model. Add RadonContextualEffectsHalfNormalMinnesota to public API.

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Commits on Jan 21, 2021

• Change name of example colab for VI and Joint Distributions.

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Commits on Jan 16, 2021

• Variational Inference with Multipart Bijectors: example notebook with the Radon model.

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Commits on Jan 15, 2021

• Add utilities for building trainable LinearOperators to tfp.experimental.vi.

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• Eliminate kernel reshaping in tfp.experimental.nn convolution layers.

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• Remove eval method of tfp.experimental.nn layers and use __call__.

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Commits on Jan 13, 2021

• Restructure, add functionality and tests to tfp.experimental.nn.

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Commits on Jan 12, 2021

• Ensure no_tf_rank_errors is triggered in KernelPropertiesTest.

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Commits on Jan 11, 2021

• Assume no Cholesky failures in stochastic process log_prob tests.

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Commits on Jan 9, 2021

• Assume no Cholesky failures in sample gradients test.

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Commits on Jan 8, 2021

• Bump XLA atol for HalfCauchy test.

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• Update LinearOperatorLowRankUpdate in Numpy backend.

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Commits on Jan 7, 2021

• Increase Jax test size for distribution_bijectors_test.

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• Update Numpy backend so that rewrite_equivalence_test passes.

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Commits on Jan 6, 2021

• Increase tolerance for testXLACompileInverseGamma.

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Commits on Dec 15, 2020

• Replace deprecated arg name in surrogate_posteriors_test.

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Commits on Dec 14, 2020

• Enable build_factored_surrogate_posterior to take a multipart unconstraining bijector.

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Commits on Dec 10, 2020

• Fix bug in the batch_shape of JointDistributions transformed by the Restructure bijector.

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Commits on Dec 9, 2020

• Add utilities for batched (transpose) convolutions to tfp.experimental.nn.

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Commits on Dec 8, 2020

• Add prefer_static.reverse.

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Commits on Dec 1, 2020

• Relax rtol in tfb.Sigmoid test.

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• Fix bug in Distribution.__str__ affecting multipart bijector TransformedDistributions.

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Commits on Nov 12, 2020

• Relax tolerance on HalfStudentT test due to JAX mode failure.

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Commits on Nov 3, 2020

• Remove subclassing of tf.Module by DistributionLambda, since tfkl.Layer now subclasses tf.Module. Re-enable tests that were broken by Keras change.

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Commits on Oct 30, 2020

• Load Radon dataset from TFDS instead of URL in example colabs.

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Commits on Oct 13, 2020

• Enable tfb.ScaleMatvecLinearOperator to wrap blockwise LinearOperators to form a multipart bijector.

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Commits on Sep 30, 2020

• Overwrite intermediates in blockwise LinearOperator methods that accumulate over blocks (instead of modifying them in place) for compatibility with Numpy broadcasting.

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Commits on Sep 24, 2020

• Restore input_rank >= event_ndims check to the base class and add test coverage.

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Commits on Sep 18, 2020

• Relax checks on multipart bijector batch_shapes to validate that they are broadcastable (not necessarily equivalent).

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Commits on Sep 11, 2020

• Move group from ops to control flow in the Numpy backend.

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