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Commits on Sep 18, 2019

• Fix some comments on the CorrelationCholesky bijector.

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  bloops

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• Add functions to calculate AUROC/AUPRC from quantile data (collaboration with jvdillon@).

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  emilyfertig

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• Implements the PlackettLuce distribution.

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  Googler

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• Print the exact python version.

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  brianwa84

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• Remove tf estimator pin for 2.0 (fixed on b/140485848), and introduce one for 1.0, just prior to removal of contrib module.

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  brianwa84

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Commits on Sep 17, 2019

• Replace np.float with np.floating to avoid numpy deprecation warning.

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  Googler

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• Make VonMisesFisher distribution tape-safe.

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  davmre

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• Adds a is_increasing method to Bijector, and uses this to fix a long-standing bug with cdf, survival_function, and quantile for TransformedDistributions having decreasing bijectors.

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  brianwa84

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• Export the DoubleMaxwell distribution.

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  Googler

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• slogdet/det are now fixed in JAX.

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  brianwa84

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• Unbreak scalar bijectors cdf/sf/quantile broken by cl/269603517.

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  brianwa84

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• Move the "split and reshape" logic in tfd.Blockwise to a separate method.

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  SiegeLordEx

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• This should allow testing vMF in 3d in dist properties test. (NotImplementedError gets ignored by the test rig.)

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  brianwa84

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• Adds a is_increasing method to Bijector, and uses this to fix a long-standing bug with cdf, survival_function, and quantile for TransformedDistributions having decreasing bijectors.

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  brianwa84

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• Pin Hypothesis test dependency to version 4.36.0 to avoid problem with the typing module.

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  axch

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Commits on Sep 16, 2019

• Add the Doublesided Maxwell distribution.

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  Googler

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• Minor docstring fixes to TransformedTransitionKernel.

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  brianwa84

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• Merge pull request tensorflow#562 from refraction-ray:update_README

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• Ensure event_shape.rank is statically known to be 1 for several Distributions.

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  jburnim

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• Merge pull request tensorflow#560 from luiarthur:master

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• Avoid bad nightly builds caused by expiry of compat horizon for nan-safe where grads.

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  brianwa84

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• update links in README in terms of edward2

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Commits on Sep 14, 2019

• Update README.md

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  luiarthur

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Commits on Sep 12, 2019

• Add tfp.vi.build_factored_surrogate_posterior utility for automatic black-box variational inference.

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  davmre

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• Add option to disallow drift in STS Seasonal models.

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  davmre

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Commits on Sep 11, 2019

• Add a check to more efficiently compute kronecker factored variances to MVN linear operator.

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  znado

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• Changing variational_inducing_observations_scale to use a LinearOperatorLowerTriangular for VariationalGaussianProcesses in TFP.

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  znado

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Commits on Sep 10, 2019

• Add warnings to tfp.edward2 and tfp.positive_semidefinite_kernels.

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  SiegeLordEx

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• Internal change

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  brianwa84

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• Make unrolled NUTS reproducible.

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  junpenglao

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Commits on Sep 9, 2019

• Add tfp.bijectors.Pad for prepending or appending a constant value to

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  Joshua V. Dillon

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• Pop the script directory from sys.path.

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  brianwa84

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• Bug fix of Generalized U-turn in NUTS.

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  junpenglao

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• Reenable control flow V2 since the problem is fixed

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  sun51

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• Reduce NUTS test flakiness.

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  junpenglao

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