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Commits on Jul 12, 2019

• Fix typo.

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Commits on Jul 11, 2019

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

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• FunMCMC: Add regular gradient descent.

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• FunMCMC: Add the remarkably accurate 4th order integrator by McLachlan & Atela.

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Commits on Jul 8, 2019

• Shard the Travis tests some more.

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

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Commits on Jul 2, 2019

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

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Commits on Jul 1, 2019

• Add log_scale parameteriziation to AffineScalar bijector.

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Commits on Jun 28, 2019

• Add the ProbitBernoulli distribution.

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Commits on Jun 25, 2019

• FunMCMC: Add Adam optimizer that works without variables + on batches of states.

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• FunMCMC: Shard HMC into an integrator + momentum functions.

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Commits on Jun 21, 2019

• Update the Deterministic._parameter_control_dependencies to the newest style.

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Commits on Jun 18, 2019

• Fix gradients flowing through variables in the old style variational layers.

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• Make tfd.Deterministic "tape safe."

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Commits on Jun 7, 2019

• FunMCMC: Fix a number of nested structure handling bugs, expose final leapfrog state.

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Commits on Jun 5, 2019

• FunMCMC: Performance improvements.

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• Add Geyer initial positive sequence truncation criterion to tfp.mcmc.effective_sample_size.

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Commits on May 29, 2019

• FunMCMC: Make trace an actual TransitionOperator as advertised.

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Commits on May 22, 2019

• Add a TransitionKernel wrapper to fun_mcmc.

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Commits on May 17, 2019

• Use tf.compat.v1.where instead of tf.where to insulate us from TF changes.

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Commits on May 14, 2019

• Add a configurable integrator to HMC.

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Commits on May 2, 2019

• Add more control knobs to the fun MCMC API.

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Commits on May 1, 2019

• Fix numpy_test on Travis.

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Commits on Apr 19, 2019

• Add internal utilities for dealing with nested args and functions.

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Commits on Apr 16, 2019

• Silence deprecation warnings when re-constructing the kernel in TransformedTransitionKernel.

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Commits on Apr 15, 2019

• Add CheckpointableStatesAndTrace to tfp.mcmc.__all__

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Commits on Apr 9, 2019

• Shard the NeuTra test.

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Commits on Apr 8, 2019

• Add a prototype functional MCMC API

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Commits on Apr 5, 2019

• Add the NeuTra kernel.

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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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Commits on Mar 30, 2019

• Add more ways to automatically broadcast log_accept_ratio and step_size.

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Commits on Mar 27, 2019

• Make the simple_step_size_adaptation_test less flaky.

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Commits on Mar 26, 2019

• Key the constant ILDJ caching by the graph it came from.

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Commits on Mar 25, 2019

• Move tfp.mcmc utilities to tfp.mcmc.internal.

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Commits on Mar 22, 2019

• Add a warning when a Variable or something similar is used as a parameter to HMC.

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