https://github.com/arviz-devs/arviz-stats - v0.6.0

What's Changed

New Features

• Add loo_pit function by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/84
• Add randomized loo_pit by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/85
• Add Nested rhat by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/87
• Add loo expectations and metrics by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/89
• Isotonic: add group option by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/92
• Add group argument to differenceecdfpit by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/94
• Update KDE computation & Bayes factor implementation (#55) by @PiyushPanwarFST in https://github.com/arviz-devs/arviz-stats/pull/95
• Adding rank normalisation methods to rhat_nested by @zaxtax in https://github.com/arviz-devs/arviz-stats/pull/102
• Add looapproximateposterior function by @jordandeklerk in https://github.com/arviz-devs/arviz-stats/pull/101
• Add loo_subsample function for large datasets by @jordandeklerk in https://github.com/arviz-devs/arviz-stats/pull/106
• Add support for different variable names in loo_pit by @jordandeklerk in https://github.com/arviz-devs/arviz-stats/pull/115
• Add R2 by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/108
• Add Wasserstein distance and KL-divergence by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/119
• Add "regular" metrics by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/121
• Fix loo pit randomization by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/120
• Add ciinrope by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/123
• Add loomomentmatch by @jordandeklerk in https://github.com/arviz-devs/arviz-stats/pull/126
• Add function-specific Pareto k-hat for loo_expectations by @jordandeklerk in https://github.com/arviz-devs/arviz-stats/pull/132

Maintenance and bug fixes

• Add more tests and examples for loo_metrics by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/90
• Fix specific test failure by @amaloney in https://github.com/arviz-devs/arviz-stats/pull/99
• Autocorr, do not add coords by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/97
• Start ess ess-related improvements by @OriolAbril in https://github.com/arviz-devs/arviz-stats/pull/44
• Testing infrastructure and architecture documentation by @OriolAbril in https://github.com/arviz-devs/arviz-stats/pull/103
• Fix ess prob validation by @OriolAbril in https://github.com/arviz-devs/arviz-stats/pull/109
• Fix ess prob validation by @OriolAbril in https://github.com/arviz-devs/arviz-stats/pull/110
• Fix HDF error in doc build by @OriolAbril in https://github.com/arviz-devs/arviz-stats/pull/113
• Improve publish workflow by @OriolAbril in https://github.com/arviz-devs/arviz-stats/pull/117
• Improved bayes_factor for multi-variable support by @PiyushPanwarFST in https://github.com/arviz-devs/arviz-stats/pull/104
• Fix summary bugs and add tests by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/128
• psense: update link warning by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/133
• enforce dim+sample_dims convention on functions by @OriolAbril in https://github.com/arviz-devs/arviz-stats/pull/131
• Remove "anes" dataset from tests by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/135
• update tests to use arviz_base by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/137
• Computational fixes for loomomentmatch by @jordandeklerk in https://github.com/arviz-devs/arviz-stats/pull/141
• raise when extra kwargs present in hdi&kde, add test for eti,hdi,kde&histogram by @OriolAbril in https://github.com/arviz-devs/arviz-stats/pull/143

Documentation

• Fix link eabm by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/105
• Add overview guide by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/129

New Contributors

• @rohanbabbar04 made their first contribution in https://github.com/arviz-devs/arviz-stats/pull/93
• @amaloney made their first contribution in https://github.com/arviz-devs/arviz-stats/pull/99
• @zaxtax made their first contribution in https://github.com/arviz-devs/arviz-stats/pull/102
• @jordandeklerk made their first contribution in https://github.com/arviz-devs/arviz-stats/pull/101

Full Changelog: https://github.com/arviz-devs/arviz-stats/compare/v0.5.0...v0.6.0

- Python
Published by aloctavodia about 1 year ago

https://github.com/arviz-devs/arviz-stats - v0.5.0

What's Changed

• Add randomized PIT by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/75
• Simplify rank_ecdf by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/76
• Add loo by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/77
• Add Compare by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/78
• Cap tail at 20% by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/79
• Transform PIT values into ETI coverage values by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/80

New Contributors

• @github-actions made their first contribution in https://github.com/arviz-devs/arviz-stats/pull/73

Full Changelog: https://github.com/arviz-devs/arviz-stats/compare/v.0.4.0...v0.5.0

- Python
Published by aloctavodia over 1 year ago

https://github.com/arviz-devs/arviz-stats - v.0.4.0

What's Changed

• move in powerscaledataset from arviz-plots by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/38
• Use datatree from xarray by @OriolAbril in https://github.com/arviz-devs/arviz-stats/pull/35
• Update pyproject.toml by @OriolAbril in https://github.com/arviz-devs/arviz-stats/pull/42
• Add functions by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/39
• Add Rhat and MCSE functions by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/47
• fix docstring mcse by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/49
• Add thin function by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/48
• Add separated prior and likelihood groups by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/53
• Priorsense functions: allow inferencedata as input by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/54
• Add bayes_factor function by @PiyushPanwarFST in https://github.com/arviz-devs/arviz-stats/pull/52
• Add summary function by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/51
• Add isotonic regression fit by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/58
• isotonic_ fit, work on datatrees by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/60
• psense: Enhance citations and references to external information sources. by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/57
• utils functions for rootogram by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/61
• change varnames argument to datapairs for isotonic fit by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/64
• Add autocorr accessor to _BaseAccessor class by @suhaani-agarwal in https://github.com/arviz-devs/arviz-stats/pull/65
• Ensure we preserve number of observations by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/66
• Add upper bound sphinx by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/67
• Add functions for ecdf_pit and simultaneuous confidence bands computations by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/69
• Automatic changelog and bump version by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/70
• update dependencies for release by @aloctavodia in https://github.com/arviz-devs/arviz-stats/pull/72

New Contributors

• @PiyushPanwarFST made their first contribution in https://github.com/arviz-devs/arviz-stats/pull/52
• @suhaani-agarwal made their first contribution in https://github.com/arviz-devs/arviz-stats/pull/65

Full Changelog: https://github.com/arviz-devs/arviz-stats/compare/v0.3.0...v.0.4.0

- Python
Published by aloctavodia over 1 year ago

https://github.com/arviz-devs/arviz-stats - Release 0.3.0

This will be the final release that uses xarray-datatree library. From here on, the DataTree class from xarray itself will be used.

- Python
Published by OriolAbril over 1 year ago

https://github.com/arviz-devs/arviz-stats - Initial release

Initial arviz-stats release. It only has a handful of features, mostly for use in arviz-plots. Documentation at https://arviz-stats.readthedocs.io

- Python
Published by OriolAbril about 2 years ago