Funsor Versions Save

Functional tensors for probabilistic programming

0.4.6

9 months ago

What's Changed

Rerun new version of black on the repo by @ordabayevy in https://github.com/pyro-ppl/funsor/pull/605
Scale factors across plate dims in partial_sum_product by @ordabayevy in https://github.com/pyro-ppl/funsor/pull/606
Bump to version 0.4.6 by @ordabayevy in https://github.com/pyro-ppl/funsor/pull/608

Full Changelog: https://github.com/pyro-ppl/funsor/compare/0.4.5...0.4.6

0.4.5

1 year ago

Minor release supporting numpyro 0.11.0

0.4.4

1 year ago

Minor release supporting jax 0.4.

0.4.3

2 years ago

What's Changed

Update black by @fritzo in https://github.com/pyro-ppl/funsor/pull/583
Extend partial_sum_product() to cases tractable for Gaussians by @fritzo in https://github.com/pyro-ppl/funsor/pull/584
update classifiers by @anukaal in https://github.com/pyro-ppl/funsor/pull/586
Fix provenance tensor to work with PyTorch 1.11 by @fritzo in https://github.com/pyro-ppl/funsor/pull/588
Update to PyTorch 1.11.0 by @fritzo in https://github.com/pyro-ppl/funsor/pull/589
Bump to version 0.4.3 by @fritzo in https://github.com/pyro-ppl/funsor/pull/590

New Contributors

@anukaal made their first contribution in https://github.com/pyro-ppl/funsor/pull/586

Full Changelog: https://github.com/pyro-ppl/funsor/compare/0.4.2...0.4.3

0.4.2

2 years ago

Enhancements

#543 Added ProvenanceTensor for torch backend
#543 Added Constant funsor
#549 Added funsor.recipes.forward_fiter_backward_rsample()
#553 Added a Precondition interpretation for Gaussians, plus funsor.recipes.forward_fiter_backward_precondition()
#572 Support Funsors in pprint.pprint() and pdb

Breaking changes

#568 Switch to sqrt(precision) representation for Gaussian

0.4.1

2 years ago

Minor release updating to PyTorch 1.9

0.4.0

3 years ago

Added new sum product algorithms (contributed by @ordabayevy)
Added many new conjugacy patterns
Automated op registration and made adding new ops easier
#419 Support ExtendedDistribution
#432 Support IndependentConstraint
#397 Allow .reduce(op, vars_not_in_inputs)
#430 Add Tuple Funsor
#409 Change sarkka_bilmes_product interface

0.3.0

3 years ago

#380 Drop support for Python 3.5 and PyTorch <=1.5
#352 New syntax for funsor.domain.Domains: bint(n) -> Bint[n], reals(*shape) -> Reals[shape]
#369 New StatefulInterpretation pattern to simplify context-dependent interpretations

0.2.0

3 years ago

Supports multiple backends: numpy (default), torch, and jax. To change the backend, use funsor.set_backend("torch") or funsor.set_backend("jax").

0.1.2

4 years ago

Adds dependency on pytest