v0.11.0

What's Changed

New Features 🎉

• Add CDF plot method by @wd60622 in #119
• Expand Geometric distribution by @wd60622 in #123
• Normal known mean predictive alternative distribution by @wd60622 in #129
• Add Multivariate Normal with Unknown mu by @wd60622 in #130
• Normal Mean & Tau Exchangeability Model by @wd60622 in #132
• Add NormalWishart distribution by @wd60622 in #134

Documentation 📖

• Add plots to existing docstring examples' by @wd60622 in #128
• Add plot_cdf to list of features by @wd60622 in #135

Maintenance 🔧

• update to latest typing practices by @wd60622 in #127

Full Changelog: v0.10.0...v0.11.0

v0.10.0

What's Changed

New Features 🎉

• Migrate to common predictive parameter by @wd60622 in #104
• Add Inverse Gamma with known shape model by @wd60622 in #111
• Add ScaledInverseChiSquare prior model for normal known mean by @wd60622 in #112
• Weibull known shape model by @wd60622 in #105

Documentation 📖

• Parameter recovery exercise script by @wd60622 in #107

Maintenance 🔧

• update version by @wd60622 in #116

Full Changelog: v0.9.0...v0.10.0

v0.9.0

What's Changed

New Features 🎉

• Rename <>_posterior_predictive to <>_predictive by @wd60622 in #95
• Standardize prior as parameter name by @wd60622 in #99
• Validate prior based on type hint by @wd60622 in #101

Full Changelog: v0.8.1...v0.9.0

v0.8.1

What's Changed

New Features 🎉

• 87 support for sequence of colors in plot methods by @wd60622 in #89

Documentation 📖

• Fix success typo by @wd60622 in #88
• Showcase polars support by @wd60622 in #90
• Add bootrap comparison by @wd60622 in #94

Full Changelog: v0.8.0...v0.8.1

v0.8.0

What's Changed

Maintenance 🔧

• Thompson sampling example and Binomial Commentary by @wd60622 in #79
• Increase test coverage & drop python versions 3.8 and 3.9 by @wd60622 in #84

Full Changelog: v0.7.1...v0.8.0

v0.7.1

What's Changed

New Features 🎉

• log-normal posterior by @wd60622 in #75
• Add compound gamma pdf, plotting support, and rvs by @wd60622 in #77

Maintenance 🔧

• Uninformative priors by @wd60622 in #76

Full Changelog: v0.7.0...v0.7.1

v0.7.0

What's Changed

New Features 🎉

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

Maintenance 🔧

• Test plot with pytest-mpl by @wd60622 in #63

Full Changelog: v0.6.0...v0.7.0

v0.6.0

What's Changed

New Features 🎉

• add normal with known var by @wd60622 in #54
• implement the normal model by @wd60622 in #58

Maintenance

• add examples to discrete docstrings by @wd60622 in #55

Full Changelog: v0.5.0...v0.6.0

v0.5.0

What's Changed

New Features 🎉

• add doc, mixin, and restriction for beta-negative-binomial by @wd60622 in #49
• add pareto distribution and associated models by @wd60622 in #51
• add lomax posterior predictive for exponential by @wd60622 in #52

Full Changelog: v0.4.0...v0.5.0

v0.4.0

What's Changed

New Features 🎉

• remove pandas dependancy by @wd60622 in #39
• Hypergeometric distribution and likelihood model by @wd60622 in #42
• Add negative binomial posterior predictive by @wd60622 in #43
• dirichlet multinomial posterior predictive by @wd60622 in #45

Bugfixes 🐛

• fix Beta from_mean constructor bug by @wd60622 in #38

Maintenance 🔧

• Bump ipython from 8.8.0 to 8.10.0 by @dependabot in #40
• update version by @wd60622 in #47

New Contributors

• @dependabot made their first contribution in #40

Full Changelog: v0.3.1...v0.4.0