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Commits on Feb 25, 2020

• Fix typo in installation instructions: IIRC, the non-default TF package is now tensorflow-cpu.

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• Suppress testing vectorization of log_prob of RelaxedBernoulli.

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Commits on Feb 20, 2020

• Add BroadcastTo to the blacklist of ops that Hypothesis may induce spurious broadcasting errors in.

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Commits on Feb 19, 2020

• Further tighten packetization detection in DistributionSlicingTest.

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• Stop trying to test vmap compatibility without tf.function, because vmap

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• Blacklist StudentT and HalfStudentT from numerics-sensitive test, pending resolution of catastrophic cancellation problem.

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Commits on Feb 15, 2020

• Suppress OrderedLogistic from DistributionSlicingTest pending fix for b/149597503.

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Commits on Feb 13, 2020

• Further stiffen packetization checks for DistributionSlicingTest

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Commits on Feb 10, 2020

• Adjust default "hmc-like" step size getter and setter functions to work with NUTS (as well as HMC).

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• More accurate diagnosis of the source of the numerical discrepancy vs scipy in generalized pareto mean.

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• Suppress checking that the derivative of Softfloor.inverse is always positive on Guitar

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• Check for packetization more thoroughly in DistributionSlicingTest.

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• Avoid testing Pareto mean when the concentration is close to 0.

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Commits on Feb 4, 2020

• Stop trying to test that Eigen produces the same results in packetized

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• Propose flushing these two 16-bit tests.

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• Use tf.Variable instead of tf.identity to confound constant folding in tests.

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Commits on Feb 3, 2020

• Suppress vmap log_prob testing of Binomial (Negative- and otherwise); was flaking on TAP.

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• Increase parallelism and timeouts for two more tests, lest they sporadically time out.

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• Deflake our build by increasing tolerance in normal_conjugate_posteriors_test.

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Commits on Feb 2, 2020

• Pin the Hypothesis to the same version on Travis as on Kokoro.

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• Increase time limits for a couple more sporadically timing out tests.

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Commits on Jan 31, 2020

• Update sample_stats_test to seed each test independently with test_util.test_seed().

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• Increase parallelism and time limits for four tests, lest they occasionally time out.

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• Update langevin_test to test seeds from test_util.test_seed().

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Commits on Jan 30, 2020

• Increase time limits for two tests, lest they time out sporadically

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Commits on Jan 29, 2020

• Adjust test sizes and shard counts so they don't time out.

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Commits on Jan 28, 2020

• Weaken generalized pareto test to require concentration > 1e-4 rather than 1e-5.

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• Reporting just the name (rather than the constructor object) of the bijector being formed is better.

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• Make bijector_properties_test a little easier to debug.

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Commits on Jan 27, 2020

• Further loosen tolerance of sliced/non-sliced log-prob agreement.

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  c477ea6

• Further broaden Hypothesis exclusions for TF broadcasting errors.

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Commits on Jan 24, 2020

• Looks like + doesn't know how to broadcast things whose resulting rank will exceed 6 either.

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Commits on Jan 23, 2020

• Turns out Eigen's inconsistencies between packetized and non-packetized ops can lead to infinities as well as nans.

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Commits on Jan 22, 2020

• When re-wrapping constrained distribution parameters in the

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Commits on Jan 21, 2020

• Prevent EventSpaceBijectorsTest from constructing distributions with

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