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Commits on Aug 28, 2020

• Adds tfd.ExpInverseGamma, which is quite simply a -1 scaled ExpGamma, and can sample a wider space of values for low concentrations than the corresponding tfb.Log()(tfd.InverseGamma(..)) [which…

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  brianwa84

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  tensorflower-gardener

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  0cc6c5f

• Internal testing change

  Show description for 3c507a2
  

  brianwa84

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  3c507a2

• Fix math rendering in eight schools colab.

  Show description for e3a657a
  

  ColCarroll

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  e3a657a

Commits on Aug 27, 2020

• Allow slicing + concatenating StructTuples.

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  SiegeLordEx

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  tensorflower-gardener

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  af542c4

• Make JDC and JDCAB use namedtuples as their dtype.

  Show description for b3d50a2
  

  SiegeLordEx

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  tensorflower-gardener

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  b3d50a2

• Rename unnamed JD* RVs... again.

  Show description for 1b53a23
  

  SiegeLordEx

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  1b53a23

• Add StructTuple: the structurally typed namedtuple.

  Show description for 3f9e2e6
  

  SiegeLordEx

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  tensorflower-gardener

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  3f9e2e6

• Remove extra installation, set seed on sampling.

  Show description for 850f0d2
  

  ColCarroll

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  tensorflower-gardener

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  850f0d2

• Protect against high rank tensors in the event space bijector test

  Show description for 4439876
  

  ColCarroll

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  tensorflower-gardener

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  4439876

• Take advantage of auto-batching to simplify mixed-effects model definition.

  Show description for 15b3388
  

  davmre

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  tensorflower-gardener

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  15b3388

• Small bug fix so that SMC can work under JAX/Numpy backend.

  Show description for b06b49c
  

  junpenglao

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  tensorflower-gardener

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  b06b49c

Commits on Aug 26, 2020

• Fix a bug in which autobatched JDs didn't vectorize over passed-in batch values.

  Show description for 14a2765
  

  davmre

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  tensorflower-gardener

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  14a2765

• Test that BetaBinomial samples correctly and doesn't enter an infinite loop, even under XLA.

  Show description for c69fbdc
  

  axch

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  tensorflower-gardener

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  c69fbdc

• Follow @parameterized pattern for EventSpaceBijectorTest.

  Show description for 8cab119
  

  axch

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  8cab119

• Remove useless parentheses from BUILD files.

  Show description for 3a4a245
  

  Googler

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  tensorflower-gardener

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  3a4a245

• Expose //tensorflow_probability:jax and :numpy as a publicly visible link targets for the Jax/NumPy substrates.

  Show description for b4bd83f
  

  Googler

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  tensorflower-gardener

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  b4bd83f

• Enable experimental.mcmc.sample_sequential_monte_carlo in the JAX/Numpy backend.

  Show description for f00e89d
  

  junpenglao

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  f00e89d

Commits on Aug 25, 2020

• Inference Gym: Move the Stan stuff to the spinoffs directory.

  Show description for accef4e
  

  SiegeLordEx

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  tensorflower-gardener

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  accef4e

• Inference Gym: Add a cludge to enable using_jax/numpy to actually work without TensorFlow.

  Show description for 18d6af3
  

  SiegeLordEx

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  tensorflower-gardener

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  18d6af3

• Clearer documentation of multiple parallel chains, in the spirit of PR tensorflow#1062.

  Show description for 5710987
  

  axch

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  tensorflower-gardener

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  5710987

• Fix typo in real_nvp_default_template docstring.

  Show description for dc61d8a
  

  Googler

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  tensorflower-gardener

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  dc61d8a

• InferenceGym: Eagerly import ground truth modules.

  Show description for ad89815
  

  SiegeLordEx

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  tensorflower-gardener

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  ad89815

• FunMC: Fix the running potential scale reduction's math to match the newly fixed tfp.mcmc's version.

  Show description for 0b0285a
  

  SiegeLordEx

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  tensorflower-gardener

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  0b0285a

• Merge pull request tensorflow#1065 from rupei:higher_moments

  Show description for 7d83bf1
  tensorflower-gardener

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  7d83bf1

• New step size adaptation test added to replica_exchange_mc.py. This test ensures that a per-replica step size adaptation works.

  Show description for 42fe842
  

  langmore

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  tensorflower-gardener

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  42fe842

• Adds an ExpGamma distribution s.t. X ~ ExpGamma(..) => exp(X) ~ Gamma(..).

  Show description for 31e0e27
  

  brianwa84

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  tensorflower-gardener

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  31e0e27

• Add parameters=dict(locals()) to remaining bijectors, including those defined in tests and experimental code.

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  emilyfertig

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  tensorflower-gardener

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  0cbc986

• Ensure that the output dtype of tfb.PowerTransform methods is the same as the input dtype.

  Show description for ae59193
  

  emilyfertig

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  tensorflower-gardener

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  ae59193

Commits on Aug 24, 2020

• FunMC: Add an interactive trace.

  Show description for 8a1a1df
  

  SiegeLordEx

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  tensorflower-gardener

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  8a1a1df

• Merge pull request tensorflow#1042 from simeoncarstens:stepsize-adaption-propagate-logprob

  Show description for 02cde1e
  tensorflower-gardener

  committed
  02cde1e

• Add also_track argument to DeferredTensor.

  Show description for 590fd70
  

  davmre

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  tensorflower-gardener

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  590fd70

• Handle nans in the rejection sampling utility.

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  axch

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  tensorflower-gardener

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  0986224

• Remove the license name from the BUILD file notice statements.

  Show description for c5c852a
  

  SiegeLordEx

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  tensorflower-gardener

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  c5c852a

• Infererence Gym: Convert a few straggler Py2(?) targets to Py3.

  Show description for b3b7ec2
  

  SiegeLordEx

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  tensorflower-gardener

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  b3b7ec2

• [Inference Gym]: Small but important change to the rewrite system.

  Show description for d86e009
  

  SiegeLordEx

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  tensorflower-gardener

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  d86e009

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