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)

v0.25.113

Distributions v0.25.113

Diff since v0.25.112

Merged pull requests:

• Geometric parameter should be on (0, 1] (#1906) (@palday)

Closed issues:

• Stack overflow in rand!() with product distribution (#1909)

v0.25.112

Distributions v0.25.112

Diff since v0.25.111

Merged pull requests:

• Specialized vector rand! for many distributions (#1879) (@quildtide)
• Test pre-release Julia versions (#1888) (@devmotion)
• Relax Fill return type in mvlognormal tests (#1890) (@jishnub)
• mark the MatrixReshaped type as deprecated (#1893) (@stevengj)
• Fix deprecation warnings in tests (#1894) (@devmotion)

Closed issues:

• Support for Rationals in discrete distributions? (#309)
• Adding a NamedTupleVariate (#1762)
• truncated does not work with Turing.jl's random variables (#1889)
• [InverseGaussian?] quantile() hangs for larger number of σ's (quantile_newton not converging) (#1898)

v0.25.111

Distributions v0.25.111

Diff since v0.25.110

Merged pull requests:

• fix type stability of sampling from Chisq, TDist, Gamma (#1885) (@Red-Portal)

Closed issues:

• How to draw a density sample from a multivariate normal (#1887)