Code

Add a working minipyro with tests#100

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eb8680 merged 33 commits intomasterpyro-ppl/funsor:masterfrom fix-minipyropyro-ppl/funsor:fix-minipyroCopy head branch name to clipboardMar 29, 2019

+591-2

Commits

Commits on Mar 27, 2019

• Add pristine copy of pyro/contrib/minipyro.py

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• First pass at fixing minipyro

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• First pass at transformed distributions

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• Add test for sampling transformed Gaussian

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• Add test for renaming a Gaussian variable

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• Add dist.LogNormal distribution and density test

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• Add xfailing test for LogNormal sampler

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• Merge branch 'transformed-gaussian' into fix-minipyro

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• Merge branch 'master' into fix-minipyro

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• Attempt to fix minipyro.elbo

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Commits on Mar 28, 2019

• Implement negation and subtraction ops for R-N derivatives

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• Merge branch 'sub-ops' into fix-minipyro

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• Merge branch 'master' into fix-minipyro

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• Merge branch 'master' into fix-minipyro

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  a0a6419

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• Fix bug in log_joint.process of sample

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• Implement reduction along a plate dimension

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  c6e1785

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• Implement correct but non-monte-carlo elbo

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  40f6b26

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• Fix bugs in Gaussian

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• Implement plate reductions for Gaussian, Joint

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• Use Expectation(...) in elbo computation

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• Merge branch 'master' into fix-minipyro

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• Fix typos in elbo

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• Add tests for plate reduction

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• Use Expectation interface by default

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Commits on Mar 29, 2019

• Add initial test_minipyro.py

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• Add more minipyro tests

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• Add shape assertions to gaussian math

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  94d8e5f

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• Refactor minipyro

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• Merge branch 'plate-reductions' into fix-minipyro

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• Add an observation to plate test

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• Add more plates tests

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• Merge branch 'master' into fix-minipyro

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• Support sampling in funsor.minipyro

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