1.8.5

This release includes a number of fixes to support PyTorch 2.

What's Changed

• Update base learning rate scheduler by @eb8680 in #3167
• Update GP tutorials to unblock #3174 by @fehiepsi in #3175
• add substitute handler by @thisiscam in #3125
• Update torch_patch.py by @S163669 in #3174
• fix: typo in log-absolute-derivative of exponential transform (normalizing flow tutorial) closes #3176 by @felixschltr in #3177
• rerun newest black on entire repo by @martinjankowiak in #3178
• Preserve path to the file when rendering model by @LysSanzMoreta in #3186
• Add conditional inverse and compose TransformModules by @eb8680 in #3185
• PyTorch Lightning example by @ordabayevy in #3189
• Fix & update GMM tutorial by @ordabayevy in #3193
• Fixing typos in infer.inspect by @ordabayevy in #3198
• Bug fix about device of subsample in subsample_messenger.py by @hjnnjh in #3195
• Dependency tracking tutorial by @ordabayevy in #3197
• Make patch_dependency safer under dependency drift by @fritzo in #3204
• Deprecate CorrLCholeskyTransform in favor of upstream CorrCholeskyTransform by @ordabayevy in #3199
• VAE: Improved ELBO plots by @martinrohbeck in #3205
• Remove vestigial lines from pyro/init.py all by @fritzo in #3210
• fix learning rate schedulers in PyTorch 2.0 (closes #3202) by @ilia-kats in #3207
• Clear .unconstrained weakrefs before pickling; rebuild them more often by @fritzo in #3212
• Add pl.Trainer args to argparse by @ordabayevy in #3217
• Run CI with PyTorch 2.0 by @eb8680 in #3192
• make ProvenanceTensor behave more like a Tensor (closes #3218) by @ilia-kats in #3220
• Bump version to 1.8.5 by @fritzo in #3222

New Contributors

• @thisiscam made their first contribution in #3125
• @S163669 made their first contribution in #3174
• @felixschltr made their first contribution in #3177
• @LysSanzMoreta made their first contribution in #3186
• @hjnnjh made their first contribution in #3195
• @martinrohbeck made their first contribution in #3205
• @ilia-kats made their first contribution in #3207

Full Changelog: 1.8.4...1.8.5