v0.2.1

What's Changed

• Add mean(::ClosedFormExpectation, f::Logpdf{LogGamma{T}}, q::GaussianDistributionsFamily) by @Nimrais in #20
• feat: add mean(::ClosedFormExpectation, ::Logpdf{MVNormal}, ::MVNormal) by @Nimrais in #21
• Add mean(::ClosedFormExpectation, p::Logpdf{LinearLogGamma}, q::MvNormal) by @Nimrais in #22

Full Changelog: v0.2.0...0.2.1

v0.2.0

ClosedFormExpectations v0.2.0

Diff since v0.1.0

Merged pull requests:

• Implement ClosedWilliamsProduct for Normal (#10) (@Nimrais)
• support ClosedFormExpectation for GaussianDistributionsFamily (#11) (@Nimrais)
• Implement ClosedWilliamsProduct for NormalMeanVariance (#12) (@Nimrais)
• fix: implement Abs expectation over Normal (#14) (@Nimrais)
• build(deps): bump julia-actions/cache from 1 to 2 (#15) (@dependabot[bot])
• feat: mean(::ClosedWilliamsProduct, p::Abs, q::Normal) (#16) (@Nimrais)
• Support exponetial family for closed form expectation (#17) (@Nimrais)
• mean(expectation::ClosedWilliamsProduct, f, q::ExponentialFamilyDistribution{NormalMeanVariance}) (#18) (@Nimrais)

Closed issues:

• Register the package (#3)

v0.1.0

ClosedFormExpectations v0.1.0

Diff since v0.0.2

Merged pull requests:

• build(deps): bump julia-actions/setup-julia from 1 to 2 (#1) (@dependabot[bot])
• Add closed form expectation for Gamma (#7) (@Nimrais)
• feat: add mean(::ClosedWilliamsProduct, ::Logpdf(LogNormal), ::Gamma) (#9) (@Nimrais)

Closed issues:

• Argument order (#5)
• TagBot trigger issue (#8)

Features:

Closed for expressions for the following functions are added:

• mean(::ClosedFormExpectation, ::typeof(log), q::Gamma)
• mean(::ClosedWilliamsProduct, ::typeof(log), q::Gamma)
• mean(::ClosedFormExpectation, ::typeof(xlogx), q::Gamma)
• mean(::ClosedFormExpectation, ::typeof(xlog2x), q::Gamma)
• mean(::ClosedFormExpectation, ::ComposedFunction{Square, typeof(log)}, q::Gamma)
• mean(::ClosedWilliamsProduct, ::ComposedFunction{Square, typeof(log)}, q::Gamma)
• mean(::ClosedFormExpectation, ::ComposedFunction{Power{Val{3}}, typeof(log)}, q::Gamma)
• mean(::ClosedFormExpectation, f::ComposedFunction{typeof(log), ExpLogSquare}, q::Gamma)
• mean(::ClosedWilliamsProduct, f::ComposedFunction{typeof(log), ExpLogSquare}, q::Gamma)
• mean(::ClosedFormExpectation, f::Logpdf{LogNormal{T}}, q::Gamma)
• mean(::ClosedWilliamsProduct, f::Logpdf{LogNormal{T}}, q::Gamma)

Tests:

To make tests less repetitive a new test function is added central_limit_theorem_test

0.0.2

• Intuitive and flexible interface for specifying functions and distributions following Statistics.jl
• Convenient Logpdf struct to represent log-probability density functions
• Base.Fix1 support
• Laplace logpdf function expectation with respect to the Normal density

What's Changed

• Laplace with test by @Raphael-Tresor in #4
• Clean interface by @Nimrais in #6

Full Changelog: v0.0.1...v0.0.2

Closed:

#5