1.8.1
Breaking changes
New features
- New tutorial on Bayesian workflow, with a SARS-CoV-2 running example in #2977
- Render parameters in
render_model()@karm-patel in #3039 - Distributions:
- Add LogNormalNegativeBinomial distribution by @martinjankowiak in #3010
- Implement DiscreteHMM.sample() by @fritzo in #3050
- Parallelized DiscreteHMM.sample() by @ordabayevy in #3053
- Add missing docs for ProjectedNormal parameter in #3009
- Support 4D ProjectedNormal distribution in #3011
Misc changes
- fix docstring in repeated_matmul by @martinjankowiak in #2999
- use more conservative learning rate in bart.py by @martinjankowiak in #3002
- Clarified comments in
minipyro.pyto fix #3003 by @luiarthur in #3004 - Update black formatting by @fritzo in #3020
- Closes #3016 by @nipunbatra in #3017
- Fix timeseries tutorial link by @fritzo in #3021
- Some documentation improvements to MLE_MAP and SVI_P by @nipunbatra in #3022
- Improvements to GP tutorial by @nipunbatra in #3027
- change sample to param statements in guides by @dhudsmith in #3042
- Added type assertion for better code clarity by @GautamV234 in #3036
- add GitHub URL for PyPi by @andriyor in #3038
New Contributors
- @luiarthur made their first contribution in #3004
- @nipunbatra made their first contribution in #3017
- @dhudsmith made their first contribution in #3042
- @GautamV234 made their first contribution in #3036
- @karm-patel made their first contribution in #3039
- @andriyor made their first contribution in #3038
Full Changelog: 1.8.0...1.8.1
Contributors
nipunbatra, fritzo, and 7 other contributors