statrs

A work-in-progress port of the Math.NET Numerics distributions package to Rust.
All unit tests are borrowed from the Math.NET source when possible and filled in
when not.

Please check out the documentation here

Planned for v 0.1.0

| Distribution | Implemented | Doc Comments | |-------------------|:-----------:|:------------:| | Bernoulli | yes | yes | | Binomial | yes | yes | | Chi | yes | yes | | ChiSquared | yes | yes | | ContinuousUniform | yes | yes | | DiscreteUniform | yes | yes | | Exponential | yes | yes | | Gamma | yes | yes | | LogNormal | yes | yes | | Normal | yes | yes | | Poisson | yes | yes | | StudentT | yes | yes | | Triangular | yes | yes | | Weibull | yes | no |

Planned for v 0.1.1

| Distribution | Implemented | Doc Comments | |-------------------|:-----------:|:------------:| | Beta | no | no |

Tests for special functions: - [ ] lnbeta - [ ] beta - [ ] betareg - [ ] erf - [ ] erfinv - [ ] erfc - [ ] erfcinv - [ ] polynomial - [ ] series - [ ] factorial - [ ] lnfactorial - [ ] binomial - [ ] lnbinomial - [ ] lngamma - [ ] gamma - [ ] gammaui - [ ] gammali - [ ] gammaur - [ ] gammalr - [ ] digamma - [ ] expminus_one

Future roadmap

• [ ] Categorical
• [ ] Cauchy
• [ ] Dirichlet
• [ ] Erlang
• [ ] FisherSnedecor
• [ ] HyperGeometric
• [ ] InverseGamma
• [ ] InverseWishart
• [ ] Laplace
• [ ] Multinomial
• [ ] NegativeBinomial
• [ ] NormalGamma
• [ ] Pareto
• [ ] Rayleigh
• [ ] Stable
• [ ] Wishart
• [ ] Zipf