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Commits on Jul 10, 2019

• Rename convert_immutable_to_tensor to convert_nonref_to_tensor and make it

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  Joshua V. Dillon

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• Verify rank-changing reshape

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• Merge pull request tensorflow#492 from trainorpj:484-update-expquad-docs

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• Scalar zeros for LDJ's.

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• Massage the code of distribution_properties_test a bit.

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• TF has deleted the broken TF2 nightly version.

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• Update MatvecLU docs.

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• Tape friendly Pareto distribution.

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• Fix travis (tf nightly broken).

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  brianwa84

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• remove trailing whitespace

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• remove trailing whitespace

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Commits on Jul 9, 2019

• Adds tfp.bijectors.RationalQuadraticSpline, from Neural Spline Flows.

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  brianwa84

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• Document distribution_properties_test

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• Modify Gumbel and Kumaraswamy for GradientTape, by deferring tensor coercion to point of use.

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• Improve numerical stability of kld evaluation for normal distributions.

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  Googler

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Commits on Jul 8, 2019

• Turn off auto-assign for generated ".yaml" files

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  MarkDaoust

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• Add utilities for fitting variational distributions.

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• Shard the Travis tests some more.

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• Corrected None to None

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• update RationalQuadratic docs for default args

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• ExponentiatedQuadratic docs for default args

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• Annotate float-valued Deterministic distributions as reparameterized.

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• FunMCMC: Improve support for kwargs/dict-valued states.

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Commits on Jul 3, 2019

• Add batch_shape(_tensor) methods to FeatureScaled kernel.

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  srvasude

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• Avoid using test data to define the STS demand example model.

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• Increment TF version dependency 1.13 -> 1.14

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• Rename monte_carlo_csiszar_f_divergence to monte_carlo_variational_loss.

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  davmre

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Commits on Jul 2, 2019

• Merge pull request tensorflow#468 from trainorpj:441-relaxed-ohc-probs

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• Allow using an arbitrary bijector in RealNVP for the coupling.

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  SiegeLordEx

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• Adds the Generalized Pareto distribution. This is the distribution used by PSIS to fit the truncated tails of truncated importance samplers, i.e. https://statmodeling.stat.columbia.edu/2019/06/28/a…

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  brianwa84

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• Add additional numpy backend impls for pad, slogdet, invert_permutation.

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  Joshua V. Dillon

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• Refactor tfp.vi.csiszar_vimco_helper to expose useful leave-one-out statistical tools.

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  Joshua V. Dillon

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• TF2 style cleanups in tfp.stats.

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  Joshua V. Dillon

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Commits on Jul 1, 2019

• Add log_scale parameteriziation to AffineScalar bijector.

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  SiegeLordEx

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• s/tf.nn/tf.math/ for many uses of tf.nn in distributions, bijectors.

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  Joshua V. Dillon

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