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Commits on Apr 11, 2019

• Append a datestamp to nightly package versions.

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  brianwa84

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• Import compat.v2 directly.

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• Use tfp_test_util.test_seed in csiszar_divergence_test and adjust tolerances.

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  srvasude

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• Update STS HMC to use SimpleStepSizeAdaptation and remove internal step size variables.

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Commits on Apr 10, 2019

• Rename SchurComplement's jitter arg to diag_shift. We may sometimes want to

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  csuter

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• Add SparseLinearRegression structural time series component.

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• Add Binomial.sample method.

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• BREAKING CHANGE: Remove TFP support of KL Divergence calculation of tf.compat.v1.distributions which have been deprecated for 6 months.

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  Joshua V. Dillon

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Commits on Apr 9, 2019

• Remove superfluous state is_distribution_like state from

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  Joshua V. Dillon

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• Support numpy inputs to prefer_static.shape and prefer_static.rank_from_shape.

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• BREAKING CHANGE: Remove TFP support of KL Divergence calculation of tf.compat.v1.distributions which have been deprecated for 6 months.

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  Joshua V. Dillon

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• Shard the NeuTra test.

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Commits on Apr 8, 2019

• BREAKING CHANGE: Remove TFP support of KL Divergence calculation of tf.compat.v1.distributions which have been deprecated for 6 months.

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  Joshua V. Dillon

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• The efficiency of the batch_interp_regular_nd_grid function is improved by using tf.gather_nd in batch mode.

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• Remove superfluous distribution_util.getfullargspec.

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  Joshua V. Dillon

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• Add a prototype functional MCMC API

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  SiegeLordEx

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• Adds tfp.math.cholesky_concat, which can be used to implicitly extend a n x n Xn = LnLn^T with Yzm new rows and columns (z = n + m), yielding a new Lz such that Xz = LzLz^T and Yzm forms the righ…

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• Deprecate ConditionalDistribution, ConditionalBijector, ConditionalTransformedDistribution.

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  Joshua V. Dillon

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• Change MCMC and HMC loop counters to int32 to reduce CPU-GPU communication in TF graph mode.

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• Introduce SchurComplement PSD Kernel

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• Factor out JointDistribution base class.

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  Joshua V. Dillon

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• Choose dtype in random_rademacher to home the generated random numbers

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  axch

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• Remove many uses of tf.compat.v1 from distributions.

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  Joshua V. Dillon

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• prefer_static.shape(t) was sometimes returning a np.float64 array, sometimes failing with a 'expected str or buffer' in name_scope.

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• Do not intercept and attempt to reuse weights created in the DistributionLambda call. This can cause weights to be created incorrectly within DistributionLambda.

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• Add EllipticalSliceSampler MCMC kernel.

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• First installment of tests for the numpy backend.

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• Fixes to a number of numpy backend ops.

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Commits on Apr 5, 2019

• Internal Change: Add highly experimental numpy backend.

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  Joshua V. Dillon

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• Merge pull request tensorflow#353 from jeffpollock9:master

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• Add the NeuTra kernel.

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  SiegeLordEx

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• fix typo in docs for default num_variational_steps

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Commits on Apr 4, 2019

• Fix tfb.Chain's handling of bijectors with mixed static shape information.

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  SiegeLordEx

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• Merge pull request tensorflow#294 from ykkawana:develop

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• Simplify mcmc.internal.util.safe_sum.

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  axch

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