1.8.2

What's Changed

• Fix nbshpinx rendering of tutorials by @fritzo in #3055
• Modified docker file to use wget instead of curl by @Jayanth-kumar5566 in #3058
• Updating Docker file to use Ubuntu 18.04 by @Jayanth-kumar5566 in #3059
• Updated CUDA and base OS version by @Jayanth-kumar5566 in #3060
• Fix contrib.funsor.Trace_EnumELBO model enumeration by @ordabayevy in #3063
• Fix docstrings of distributions rendered on sphinx by @fehiepsi in #3064
• Add test applying AutoNormal to two different models by @fritzo in #3065
• Fix link in AIR tutorial by @dilaragokay in #3066
• Numerically stabilize ProjectedNormal.log_prob() via erfc by @fritzo in #3071
• fix documentation class names to VariationalSparseGP by @ivetasarfyova in #3076
• fix Nystrom approximation equation indices by @ivetasarfyova in #3077
• remove extraneous svi step call in documentation by @ivetasarfyova in #3078
• Add type assertion for model_args and model_kwargs of render_model by @dilaragokay in #3083
• Remove batch_expand helper function in air example by @ordabayevy in #3086
• Fix a typo in air tutorial by @ordabayevy in #3087
• Fix Nyström Typo by @adiehl96 in #3084
• Use provenance tracking to compute downstream costs in TraceGraph_ELBO by @ordabayevy in #3081
• Use : for param domain in render_model by @fehiepsi in #3097
• store batch_shape as torch.Size object in MultivariateStudentT distribution by @flo-schu in #3099
• Fix bound partial for python 3.10 by @fehiepsi in #3101
• Fix _logmatmulexp comment by @fritzo in #3105
• Fixing typos in enumeration tutorial by @ordabayevy in #3109
• Expose docs for pyro.contrib.funsor.infer.infer_discrete by @fritzo in #3111
• Update signature of sample in tutorial intro_long by @fraterenz in #3112
• Allow autocorrelation() to run without MKL by @fritzo in #3113
• Fix multinomial_goodness_of_fit printing by @fritzo in #3115
• Numerically stabilize autocorrelation() by @fritzo in #3114
• Implement NanMaskedNormal, NanMaskedMultivariateNormal by @fritzo in #3116
• Fix links in workflow tutorial by @fritzo in #3119
• Implement Resamper for interactive prior tuning by @fritzo in #3118
• fix entropy term in distributions.py (wrong isinstance check) by @martinjankowiak in #3120
• Custom loss documentation by @e-pet in #3122
• Fix model_7 in examples/contrib/funsor/hmm.py by @ordabayevy in #3126
• Fix memory leak in TraceEnumELBO by @fehiepsi in #3131
• Bump version to 1.8.2 by @fritzo in #3135

New Contributors

• @Jayanth-kumar5566 made their first contribution in #3058
• @dilaragokay made their first contribution in #3066
• @ivetasarfyova made their first contribution in #3076
• @adiehl96 made their first contribution in #3084
• @flo-schu made their first contribution in #3099
• @fraterenz made their first contribution in #3112
• @e-pet made their first contribution in #3122

Full Changelog: 1.8.1...1.8.2