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Commits on May 29, 2023

• Refactor ProvenanceTensor to use pytree (pyro-ppl#3223)

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Commits on May 18, 2023

• add pl.Trainer args to argparse (pyro-ppl#3217)

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Commits on May 5, 2023

• Deprecate CorrLCholeskyTransform in favor of upstream CorrCholeskyTransform (pyro-ppl#3199)

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Commits on Apr 20, 2023

• Dependency tracking tutorial (pyro-ppl#3197)

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Commits on Apr 17, 2023

• fix typos (pyro-ppl#3198)

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Commits on Mar 24, 2023

• fix & update gmm (pyro-ppl#3193)

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Commits on Mar 16, 2023

• PyTorch Lightning example (pyro-ppl#3189)

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Commits on Aug 5, 2022

• fix model_7 (pyro-ppl#3126)

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Commits on Jun 26, 2022

• fix enumeration tutorial typos (pyro-ppl#3109)

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Commits on May 31, 2022

• Use provenance tracking to compute downstream costs in TraceGraph_ELBO (pyro-ppl#3081)

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Commits on May 12, 2022

• fix typo in air tutorial (pyro-ppl#3087)

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• remove batch_expand in air example (pyro-ppl#3086)

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Commits on Apr 9, 2022

• fix funsor model enumeration (pyro-ppl#3063)

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Commits on Mar 22, 2022

• Parallelized DiscreteHMM.sample() (pyro-ppl#3053)

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Commits on Mar 18, 2022

• remove xfails (pyro-ppl#3048)

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Commits on Jul 5, 2021

• Add analytic single-sample test for ELBO gradient estimators (pyro-ppl#2894)

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Commits on May 13, 2021

• TraceMarkovEnum_ELBO with dynamic_parial_sum_product to support history > 1 (pyro-ppl#2839)

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Commits on Apr 25, 2021

• hmm example with vectorized time dimension (pyro-ppl#2822)

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Commits on Mar 19, 2021

• Catch nan values in TraceEnum_ELBO grads (pyro-ppl#2782)

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Commits on Mar 10, 2021

• Fix expectation computations in TraceEnum_ELBO by using adjoints to calculate marginals (pyro-ppl#2725)

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Commits on Feb 19, 2021

• Autoname messenger (pyro-ppl#2745)

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Commits on Feb 11, 2021

• fix bitwise & mask (pyro-ppl#2764)

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Commits on Jan 16, 2021

• allow size 1; fix affinebeta docstring (pyro-ppl#2741)

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Commits on Jan 11, 2021

• AffineBeta distribution (pyro-ppl#2735)

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Commits on Jan 8, 2021

• Fix measure_vars for guide enumerated models (pyro-ppl#2734)

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Commits on Dec 21, 2020

• Fix some typos in the contrib.funsor docs (pyro-ppl#2720)

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• TraceMarkovEnum_ELBO - a trace implementation of ELBO-based SVI that supports model side enumeration of Markov variables (pyro-ppl#2716)

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Commits on Dec 8, 2020

• VectorizedMarkovMessenger proposal (pyro-ppl#2703)

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Commits on Aug 11, 2020

• change to boolean tensor in the doc (pyro-ppl#2590)

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Commits on Jan 26, 2020

• Expand MaskedDistribution batch shape to the broadcast of mask and base_dist batch shapes (pyro-ppl#2279)

  

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Commits on Jan 22, 2020

• bugfix pyro-ppl#2270 (pyro-ppl#2271)

  

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