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Commits on Jul 18, 2019

• Make Chi and Chi2 distributions TF2 tape-safe.

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  jburnim

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• Better docstrings for composite Hypothesis strategies.

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  axch

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• Adding an optional variational_inducing_observations_scale_initializer to the VariationalGaussianProcess TFP Distribution. The default is None, which falls back to the original behavior of 1e-5 * i…

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  Googler

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• Massage our property-based tests. Laundry list of changes:

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  axch

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Commits on Jul 17, 2019

• Reduce noise in bijector properties tests by avoiding grads w.r.t. integer types

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  csuter

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• Add more detailed error message to bijectors.RationalQuadraticSpline.

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  Joshua V. Dillon

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• TF2 style improvements to sts/fitting.py.

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  Joshua V. Dillon

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• Adding convert_to_tensor_fn constructor parameter for VariationalGaussianProcess tfp distribution.

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  Googler

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• Add Unrolled NUTS kernel for experiment.

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  junpenglao

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Commits on Jul 16, 2019

• Pin to day old tf-nightly. Also, make it easier to do this.

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  csuter

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

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  axch

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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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  brianwa84

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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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  Googler

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

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  Googler

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• Make sample_size argument mandatory in monte_carlo_variational_loss.

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  davmre

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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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