Pyro Files

What's Changed

• Fix pyro parameter nodes not showing up in graph of pyro deterministic nodes [bugfix] by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3378
• Support for deterministic dependent samples in PyroSample [enhancement] by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3376
• Equalize effect handler by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3375
• Update mappings to Sphnix documentation of other projects [bugfix] by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3383
• Fix models not rendering after application of the equalize effect handler by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3387
• Support PyTorch 2.4 in tests by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3389
• Update CODE_OF_CONDUCT.md by @Swarnim114 in https://github.com/pyro-ppl/pyro/pull/3391
• add copyright and license headers to various files by @andife in https://github.com/pyro-ppl/pyro/pull/3384
• Make Predictive work with the SplitReparam reparameterizer [bugfix] by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3388
• Support for transformed distributions, based on stacking or concatenation transforms, in SplitReparam by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3390
• Support observations that require broadcasting in SplitReparam by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3392
• Type annotate pyro.util.py by @ordabayevy in https://github.com/pyro-ppl/pyro/pull/3393
• Fix torch documentation link by @fehiepsi in https://github.com/pyro-ppl/pyro/pull/3396
• Use more numerically stable log1p in examples/scanvi/scanvi.py by @kit1980 in https://github.com/pyro-ppl/pyro/pull/3397
• Maintenance fixes by @ordabayevy in https://github.com/pyro-ppl/pyro/pull/3398
• Effect handler that conditions a model on sample sites having the same value by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3395
• Fix EqualizeMessenger type annotations by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3401
• Add batched calculation option to energy_score_empirical in order to reduce memory consumption by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3402
• Update example reference by @emmanuel-ferdman in https://github.com/pyro-ppl/pyro/pull/3403
• Fix IndepMessenger.__iter__ type annotation by @ordabayevy in https://github.com/pyro-ppl/pyro/pull/3406
• fix autodetermination of plate device when running in a device contexf by @ilia-kats in https://github.com/pyro-ppl/pyro/pull/3405
• attempt to add sphinx_copybutton by @mjste in https://github.com/pyro-ppl/pyro/pull/3408
• Fixed norm const for SBVM by @OlaRonning in https://github.com/pyro-ppl/pyro/pull/3411
• Doc note and assert that sbvm conc <= 10k by @OlaRonning in https://github.com/pyro-ppl/pyro/pull/3412
• Reconciling expert opinions example by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3413
• Add a centered variance option to the ClippedAdam optimizer by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3415
• Update intro_long.ipynb by @yannickeich in https://github.com/pyro-ppl/pyro/pull/3420
• Use the new github template by @fehiepsi in https://github.com/pyro-ppl/pyro/pull/3421
• don't log to the root logger by @ilia-kats in https://github.com/pyro-ppl/pyro/pull/3422
• fix datapath bart data by @juanitorduz in https://github.com/pyro-ppl/pyro/pull/3425
• Use datasets from GitHub instead of CloudFront. by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3427
• Update CI to latest Ubuntu image. by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3428
• Update CI Python version to 3.12. by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3429
• Support changing the function used to calculate the euclidean distance in energy_score_empirical. by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3431
• Fix docker build by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3432
• Fixes [#3430] (serializing an easyguide corrupts it). by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3433
• Update GPU docker makefile by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3434
• Docker updates by @BenZickel in https://github.com/pyro-ppl/pyro/pull/3435
• correct svi_part_ii docs by @shiraamitchell in https://github.com/pyro-ppl/pyro/pull/3440
• Fix lint formatting and mypy checks by @ordabayevy in https://github.com/pyro-ppl/pyro/pull/3453
• update mypy python version to 3.12 by @martinjankowiak in https://github.com/pyro-ppl/pyro/pull/3459
• Stabilize Gaussian mixture backward passes by @jburroni in https://github.com/pyro-ppl/pyro/pull/3452
• Pin funsor to 0.4.8 by @ordabayevy in https://github.com/pyro-ppl/pyro/pull/3466
• Migrate packaging metadata to pyproject.toml by @ordabayevy in https://github.com/pyro-ppl/pyro/pull/3470
• Organize dependencies and support Python 3.10 docs by @ordabayevy in https://github.com/pyro-ppl/pyro/pull/3473
• Switch formatting from Black to Ruff by @ordabayevy in https://github.com/pyro-ppl/pyro/pull/3474
• Fix Read the Docs Ubuntu image by @ordabayevy in https://github.com/pyro-ppl/pyro/pull/3475
• Support PyTorch 2.14 in CI by @ordabayevy in https://github.com/pyro-ppl/pyro/pull/3476
• Bump to version 1.9.2 by @ordabayevy in https://github.com/pyro-ppl/pyro/pull/3493

New Contributors

• @Swarnim114 made their first contribution in https://github.com/pyro-ppl/pyro/pull/3391
• @kit1980 made their first contribution in https://github.com/pyro-ppl/pyro/pull/3397
• @emmanuel-ferdman made their first contribution in https://github.com/pyro-ppl/pyro/pull/3403
• @mjste made their first contribution in https://github.com/pyro-ppl/pyro/pull/3408
• @yannickeich made their first contribution in https://github.com/pyro-ppl/pyro/pull/3420
• @juanitorduz made their first contribution in https://github.com/pyro-ppl/pyro/pull/3425
• @shiraamitchell made their first contribution in https://github.com/pyro-ppl/pyro/pull/3440

Full Changelog: https://github.com/pyro-ppl/pyro/compare/1.9.1...1.9.2