conjugate

What's Changed

New Features 🎉

• Add CDF plot method by @wd60622 in https://github.com/wd60622/conjugate/pull/119
• Expand Geometric distribution by @wd60622 in https://github.com/wd60622/conjugate/pull/123
• Normal known mean predictive alternative distribution by @wd60622 in https://github.com/wd60622/conjugate/pull/129
• Add Multivariate Normal with Unknown mu by @wd60622 in https://github.com/wd60622/conjugate/pull/130
• Normal Mean & Tau Exchangeability Model by @wd60622 in https://github.com/wd60622/conjugate/pull/132
• Add NormalWishart distribution by @wd60622 in https://github.com/wd60622/conjugate/pull/134

Documentation 📖

• Add plots to existing docstring examples' by @wd60622 in https://github.com/wd60622/conjugate/pull/128
• Add plot_cdf to list of features by @wd60622 in https://github.com/wd60622/conjugate/pull/135

Maintenance 🔧

• update to latest typing practices by @wd60622 in https://github.com/wd60622/conjugate/pull/127

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.10.0...v0.11.0

What's Changed

New Features 🎉

• Migrate to common predictive parameter by @wd60622 in https://github.com/wd60622/conjugate/pull/104
• Add Inverse Gamma with known shape model by @wd60622 in https://github.com/wd60622/conjugate/pull/111
• Add ScaledInverseChiSquare prior model for normal known mean by @wd60622 in https://github.com/wd60622/conjugate/pull/112
• Weibull known shape model by @wd60622 in https://github.com/wd60622/conjugate/pull/105

Documentation 📖

• Parameter recovery exercise script by @wd60622 in https://github.com/wd60622/conjugate/pull/107

Maintenance 🔧

• update version by @wd60622 in https://github.com/wd60622/conjugate/pull/116

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.9.0...v0.10.0

What's Changed

New Features 🎉

• Rename <>_posterior_predictive to <>_predictive by @wd60622 in https://github.com/wd60622/conjugate/pull/95
• Standardize prior as parameter name by @wd60622 in https://github.com/wd60622/conjugate/pull/99
• Validate prior based on type hint by @wd60622 in https://github.com/wd60622/conjugate/pull/101

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.8.1...v0.9.0

What's Changed

New Features 🎉

• 87 support for sequence of colors in plot methods by @wd60622 in https://github.com/wd60622/conjugate/pull/89

Documentation 📖

• Fix success typo by @wd60622 in https://github.com/wd60622/conjugate/pull/88
• Showcase polars support by @wd60622 in https://github.com/wd60622/conjugate/pull/90
• Add bootrap comparison by @wd60622 in https://github.com/wd60622/conjugate/pull/94

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.8.0...v0.8.1

What's Changed

New Features 🎉

• 87 support for sequence of colors in plot methods by @wd60622 in https://github.com/wd60622/conjugate/pull/89

Maintenance 🔧

• Fix success typo by @wd60622 in https://github.com/wd60622/conjugate/pull/88
• Showcase polars support by @wd60622 in https://github.com/wd60622/conjugate/pull/90

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.8.0...v0.8.1

What's Changed

Maintenance 🔧

• Thompson sampling example and Binomial Commentary by @wd60622 in https://github.com/wd60622/conjugate/pull/79
• Increase test coverage & drop python versions 3.8 and 3.9 by @wd60622 in https://github.com/wd60622/conjugate/pull/84

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.7.1...v0.8.0

What's Changed

New Features 🎉

• log-normal posterior by @wd60622 in https://github.com/wd60622/conjugate/pull/75
• Add compound gamma pdf, plotting support, and rvs by @wd60622 in https://github.com/wd60622/conjugate/pull/77

Maintenance 🔧

• Uninformative priors by @wd60622 in https://github.com/wd60622/conjugate/pull/76

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.7.0...v0.7.1

What's Changed

New Features 🎉

• Slice into distributions by @wd60622 in https://github.com/wd60622/conjugate/pull/59
• Gamma likelihood with known shape alpha by @wd60622 in https://github.com/wd60622/conjugate/pull/60
• Add initial proportional priors by @wd60622 in https://github.com/wd60622/conjugate/pull/61
• add VonMises and models for one unknown parameter by @wd60622 in https://github.com/wd60622/conjugate/pull/64
• add scaled inverse chi squared via inverse gamma by @wd60622 in https://github.com/wd60622/conjugate/pull/65
• implement normal gamma distribution by @wd60622 in https://github.com/wd60622/conjugate/pull/67
• multivariate normal support by @wd60622 in https://github.com/wd60622/conjugate/pull/72

Maintenance 🔧

• Test plot with pytest-mpl by @wd60622 in https://github.com/wd60622/conjugate/pull/63

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.6.0...v0.7.0

What's Changed

New Features 🎉

• add normal with known var by @wd60622 in https://github.com/wd60622/conjugate/pull/54
• implement the normal model by @wd60622 in https://github.com/wd60622/conjugate/pull/58

Maintenance

• add examples to discrete docstrings by @wd60622 in https://github.com/wd60622/conjugate/pull/55

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.5.0...v0.6.0

What's Changed

New Features 🎉

• add doc, mixin, and restriction for beta-negative-binomial by @wd60622 in https://github.com/wd60622/conjugate/pull/49
• add pareto distribution and associated models by @wd60622 in https://github.com/wd60622/conjugate/pull/51
• add lomax posterior predictive for exponential by @wd60622 in https://github.com/wd60622/conjugate/pull/52

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.4.0...v0.5.0

What's Changed

New Features 🎉

• remove pandas dependancy by @wd60622 in https://github.com/wd60622/conjugate/pull/39
• Hypergeometric distribution and likelihood model by @wd60622 in https://github.com/wd60622/conjugate/pull/42
• Add negative binomial posterior predictive by @wd60622 in https://github.com/wd60622/conjugate/pull/43
• dirichlet multinomial posterior predictive by @wd60622 in https://github.com/wd60622/conjugate/pull/45

Bugfixes 🐛

• fix Beta from_mean constructor bug by @wd60622 in https://github.com/wd60622/conjugate/pull/38

Maintenance 🔧

• Bump ipython from 8.8.0 to 8.10.0 by @dependabot in https://github.com/wd60622/conjugate/pull/40
• update version by @wd60622 in https://github.com/wd60622/conjugate/pull/47

New Contributors

• @dependabot made their first contribution in https://github.com/wd60622/conjugate/pull/40

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.3.1...v0.4.0

What's Changed

New Features 🎉

• format with ruff by @wd60622 in https://github.com/wd60622/conjugate/pull/19
• Fix model docs by @wd60622 in https://github.com/wd60622/conjugate/pull/34

Maintenance 🔧

• link to docs and tests run instead by @wd60622 in https://github.com/wd60622/conjugate/pull/18
• update the landing by @wd60622 in https://github.com/wd60622/conjugate/pull/21

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.3.0...v0.3.1

What's Changed

Maintenance 🔧

• relax environment and tox by @wd60622 in https://github.com/wd60622/conjugate/pull/17

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.2.0...v0.3.0

What's Changed

New Features 🎉

• Linear regression posterior predictive by @wd60622 in https://github.com/wd60622/conjugate/pull/15

Maintenance 🔧

• enable comments by @wd60622 in https://github.com/wd60622/conjugate/pull/11

Full Changelog: https://github.com/wd60622/conjugate/compare/v0.1.6...v0.2.0

What's Changed

New Features 🎉

• New distributions, tests, and docs by @wd60622 in https://github.com/wd60622/conjugate/pull/2
• allow for one start in geometric model by @wd60622 in https://github.com/wd60622/conjugate/pull/3
• bounds for all plots by @wd60622 in https://github.com/wd60622/conjugate/pull/6
• Linear regression by @wd60622 in https://github.com/wd60622/conjugate/pull/7
• pull out the inverse gamma to visual by @wd60622 in https://github.com/wd60622/conjugate/pull/8
• Add normal known mean by @wd60622 in https://github.com/wd60622/conjugate/pull/9

Full Changelog: https://github.com/wd60622/conjugate/commits/v0.1.6