v0.25.123

Distributions v0.25.123

Diff since v0.25.122

Merged pull requests:

• Fix von Mises-Fisher sampler (#1930) (@devmotion)
• Add doctests (#1980) (@abhro)
• Make MatrixNormal sampling non-allocating (#2012) (@projekter)
• Update language tags and code output in starting.md (#2013) (@abhro)
• Update CI workflows for building docs (#2014) (@abhro)
• Fix syntax for @docs block in types.md (#2015) (@abhro)
• Bump actions/checkout from 5 to 6 (#2016) (@dependabot[bot])
• Bump version from 0.25.122 to 0.25.123 (#2020) (@devmotion)

Closed issues:

• Sampling from von Mises Fisher yields NaN (#1423)
• inv(Σ) fails with StaticArrays (#1826)
• Issue with Von Mises-Fisher sampler returning NaN points (#2018)

v0.25.122

Distributions v0.25.122

Diff since v0.25.121

Merged pull requests:

• Remove all @inbounds annotations (#2005) (@timholy)
• Bump version from 0.25.121 to 0.25.122 (#2006) (@devmotion)

Closed issues:

• Incorrect uses of @inbounds cause miscalculation of statistics (#1265)

v0.25.121

Distributions v0.25.121

Diff since v0.25.120

Merged pull requests:

• Add docs site favicon (#1981) (@abhro)
• Remove docstring for cdf(::Skellam, ::Real) (#1986) (@devmotion)
• Bump actions/checkout from 4 to 5 (#1993) (@dependabot[bot])
• Support zero variance in LogitNormal (#2002) (@devmotion)
• Skip parameter checks when constructing Normal distributions for LogNormal calculations (#2003) (@devmotion)

Closed issues:

• Use Bessel.jl for performance? (#1979)
• Please clarify the status of RandomMatrices (#1988)
• rand(Uniform(1f0, 2f0)) returns a Float64. (#1995)
• LogitNormal does not support zero variance (#2001)

v0.25.120

Distributions v0.25.120

Diff since v0.25.119

Merged pull requests:

• Document and export gradlogpdf. (#1974) (@tpapp)
• More efficient sampling with MvNormalCanon (#1977) (@devmotion)

Closed issues:

• Documentation for gradlogpdf (#1844)
• cov of MixtureModel{<:MvNormal} should return PDMat? (#1971)
• Edge case for truncated (#1975)

v0.25.119

Distributions v0.25.119

Diff since v0.25.118

Merged pull requests:

• Implement std(::MultivariateDistribution) (#1352) (@bicycle1885)
• BREAKING Fix loss of structure in cov() and invcov() of AbstractMvNormal subtypes (#1373) (@st--)
• add partype method to lognormal and semicircle (#1773) (@bgctw)
• Fix underflow of logccdf of PGeneralizedGaussian (#1932) (@devmotion)
• Allow ForwardDiff v1 (#1957) (@mcabbott)
• Require Julia >= 1.10 (#1959) (@devmotion)
• Fix warnings in tests (#1960) (@devmotion)
• Remove docstring of non-existent method (#1962) (@abhro)
• Reduce allocations of cov(::MultivariateMixture) (#1967) (@devmotion)
• Use generic axpy! instead of calling BLAS.axpy! (#1968) (@jishnub)

Closed issues:

• why do cov and invcov call full? (#572)
• Underflow in logccdf for PGeneralizedGaussian (#1916)
• Matrix normal distribution support (#1946)
• May I suggest adding the sprand(::Distributions.Distribution, ...) method, like rand() does? (#1955)
• cov(d::MultivariateMixture) assumes overly specific typing on component covariance (#1969)
• Random sample from LogNormal does not return values of the same type as its parameters (#1970)

v0.25.118

Distributions v0.25.118

Diff since v0.25.117

Merged pull requests:

• Fix type headers in docstrings (#1943) (@abhro)
• Fix inverse wishart constructor with integer ScalMat/PDiagMat (#1953) (@vandenman)

Closed issues:

• Geometric() could be 5x faster. (#1933)
• Support for Unitful parameters (#1940)
• MethodError on initializing DiscreteNonParametric with @view (#1941)
• truncated Normal with zero mean and std hangs (#1942)
• InverseWishart constructor errors for ::Int, ::PDMats.ScalMat{Int64} (#1948)

v0.25.117

Distributions v0.25.117

Diff since v0.25.116

Merged pull requests:

• CompatHelper: bump compat for Documenter to 1 for package docs, (keep existing compat) (#1778) (@github-actions[bot])
• Add NamedTupleVariate and ProductNamedTupleDistribution (#1803) (@sethaxen)
• Fix mode of LKJCholesky (#1938) (@devmotion)

Closed issues:

• quantile() function for multivariate normal distribution (#569)
• Document Thread Safety (#1829)

v0.25.116

Distributions v0.25.116

Diff since v0.25.115

Merged pull requests:

• Special case Geometric(OneHalf()) (#1934) (@LilithHafner)

Closed issues:

• Multiplication of ScalMat and FillArray is ambiguous (#1925)

v0.25.115

Distributions v0.25.115

Diff since v0.25.114

Merged pull requests:

• Re-write median(Binomial) to improve speed (#1928) (@marcusps)

Closed issues:

• Speed up median(Binomial) (#1926)
• rand!(a, Multinomial(100, p)) StackOverflowError bug (#1929)

v0.25.114

Distributions v0.25.114

Diff since v0.25.113

Merged pull requests:

• Bump codecov/codecov-action from 4 to 5 (#1917) (@dependabot[bot])
• Fix median for Binomial distribution (#1924) (@marcusps)

Closed issues:

• Custom univariate sampler not working as expected (#1132)
• support gives error on infinite discrete distributions (#1919)
• Failure to precompile, no libquadmath.so.0 (#1922)
• median can give incorrect answer for Binomial distribution (#1923)