What's Changed
New Features
- Add loo_pit function by @aloctavodia in #84
- Add randomized loo_pit by @aloctavodia in #85
- Add Nested rhat by @aloctavodia in #87
- Add loo expectations and metrics by @aloctavodia in #89
- Isotonic: add group option by @aloctavodia in #92
- Add group argument to difference_ecdf_pit by @aloctavodia in #94
- Update KDE computation & Bayes factor implementation (#55) by @PiyushPanwarFST in #95
- Adding rank normalisation methods to rhat_nested by @zaxtax in #102
- Add loo_approximate_posterior function by @jordandeklerk in #101
- Add loo_subsample function for large datasets by @jordandeklerk in #106
- Add support for different variable names in loo_pit by @jordandeklerk in #115
- Add R2 by @aloctavodia in #108
- Add Wasserstein distance and KL-divergence by @aloctavodia in #119
- Add "regular" metrics by @aloctavodia in #121
- Fix loo pit randomization by @aloctavodia in #120
- Add ci_in_rope by @aloctavodia in #123
- Add loo_moment_match by @jordandeklerk in #126
- Add function-specific Pareto k-hat for loo_expectations by @jordandeklerk in #132
Maintenance and bug fixes
- Add more tests and examples for loo_metrics by @aloctavodia in #90
- Fix specific test failure by @amaloney in #99
- Autocorr, do not add coords by @aloctavodia in #97
- Start ess ess-related improvements by @OriolAbril in #44
- Testing infrastructure and architecture documentation by @OriolAbril in #103
- Fix ess prob validation by @OriolAbril in #109
- Fix ess prob validation by @OriolAbril in #110
- Fix HDF error in doc build by @OriolAbril in #113
- Improve publish workflow by @OriolAbril in #117
- Improved bayes_factor for multi-variable support by @PiyushPanwarFST in #104
- Fix summary bugs and add tests by @aloctavodia in #128
- psense: update link warning by @aloctavodia in #133
- enforce dim+sample_dims convention on functions by @OriolAbril in #131
- Remove "anes" dataset from tests by @aloctavodia in #135
- update tests to use arviz_base by @aloctavodia in #137
- Computational fixes for loo_moment_match by @jordandeklerk in #141
- raise when extra kwargs present in hdi&kde, add test for eti,hdi,kde&histogram by @OriolAbril in #143
Documentation
- Fix link eabm by @aloctavodia in #105
- Add overview guide by @aloctavodia in #129
New Contributors
- @rohanbabbar04 made their first contribution in #93
- @amaloney made their first contribution in #99
- @zaxtax made their first contribution in #102
- @jordandeklerk made their first contribution in #101
Full Changelog: v0.5.0...v0.6.0
Contributors
zaxtax, amaloney, and 5 other contributors