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Commits on Jul 15, 2019

• Only use np.array on values that are not already ndarray.

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  brianwa84

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• Disable several gradient tests for numpy.

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  brianwa84

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• Renamed enum from cc3-apache2 to cc-apache.

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• Split bijector_test into a component that depends on distributions/TFP-entire and a component that doesn't.

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  brianwa84

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• Explicitly turn off the moribund timeout and hung_test Hypothesis settings.

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  axch

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• Gumbel bijector is np friendly.

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  brianwa84

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• Refactoring Hypothesis strategies for generating Tensors that fit into supports.

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  axch

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• Fix multinomial_test.py::testGradientProbs to actually use probs instead of logits.

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  derifatives

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• Couple trivial test changes (remove self._rng as tf.test.TestCase already seeds np.random, capitalize test case subname).

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  brianwa84

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• Fix failure due to tensor equality changes

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  jaingaurav

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Commits on Jul 12, 2019

• Fix typo.

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  SiegeLordEx

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• Enable softplus w/ numpy.

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  brianwa84

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• Make most PSD Kernels TF2 Tape Safe.

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  srvasude

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• Add FLDJ test coverage for tfb.TransformDiagonal

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  brianwa84

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• Reduce graph test time by avoiding creating finite-param assert ops.

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• Suppresses the tf_should_use warnings in test logs.

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  brianwa84

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• Refactor StudentTProcess to match GaussianProcess internals.

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  srvasude

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• Ensure additional distributions are TF2 gradient tape safe.

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  srvasude

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• Fixes broken gradient taping caused by is_constant_jacobian caching, simply by removing the constant-Jacobian cache.

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  brianwa84

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• Create tfp.vi.mutual_information for variational bounds on mutual information.

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• Fix entropy of Categorical distribution when logits contains -inf.

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• Make sample_size argument mandatory in monte_carlo_variational_loss.

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Commits on Jul 11, 2019

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

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  SiegeLordEx

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• More tests covering auto-batching Fibonacci.

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  axch

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• Address relevant tape-safety checklist items for BatchNormalization Bijector.

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  csuter

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• Document and slightly massage bijector_properties_test and the hypothesis_testlib libraries.

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  axch

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• Fix param event ndims for RQ spline bijector.

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  brianwa84

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• FunMCMC: Add regular gradient descent.

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  SiegeLordEx

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

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  SiegeLordEx

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• Couple small fixes to RationalQuadraticSpline.

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  brianwa84

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• Tape friendly MatvecLU.

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  brianwa84

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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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  brianwa84

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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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