JuliaUQ/TransportMaps.jl: v0.1.0

TransportMaps v0.1.0 Initial release of the package Merged pull requests: Implement Hermite polynomials with complete interface and derivatives (#2) (@Copilot) 3 implement maps (#9) (@lukasfritsch) Add comprehensive structured test suite with stable coefficient initialization (#11) (@Copilot) 4 implement optimization (#13) (@lukasfritsch) Update documentation (#22) (@lukasfritsch) Mapfromsamples (#23) (@jgrashorn) Mapfromsamples (#25) (@jgrashorn) Add multithreaded map evaluations (#26) (@lukasfritsch) Bump julia-actions/setup-julia from 1 to 2 (#28) (@dependabot[bot]) Bump actions/checkout from 4 to 5 (#29) (@dependabot[bot]) 15 sparse more robust and adaptive bases (#30) (@lukasfritsch) Replace input x in PolynomialMapComponent with z (#33) (@lukasfritsch) Implement conditional densities (#34) (@lukasfritsch) Rework structure of docs and demo (#35) (@lukasfritsch) Rework map construction from samples; update a lot of tests; add ATM (#40) (@lukasfritsch) Fix type definitions in parameterized struct ComposedMap (#42) (@lukasfritsch) Precompute basis functions and store them (#43) (@lukasfritsch) method for setting parameters of linear map (#46) (@jgrashorn) Adaptive transport map from density (#47) (@lukasfritsch) Bump actions/checkout from 5 to 6 (#48) (@dependabot[bot]) Comprehensive documentation update (#49) (@lukasfritsch) Update Optim compatibility (#50) (@lukasfritsch) Rework automatic differentiation (#51) (@lukasfritsch) FIx unstable tests (#53) (@lukasfritsch) Update links in the repository for JuliaUQ organization (#54) (@lukasfritsch) Closed issues: Implement (Hermite) polynomials (#1) Implement maps (#3) Implement optimization (#4) Implement Obst im Haus (#5) Implement inversion of polynomials (#7) Add tests for current map implementation (#10) Add parallelization using threads (#12) Implement display for structs (#14) Sparse, more robust and adaptive bases (#15) Some enhancements to optimization (#17) Capybara density (#20) Conditional Maps (#24) ATM algorithm to adaptively enrich the multi-index set (#31) Add API documentation (#36) Add adaptive transport map from density (#41) Use logdensity when fitting map from density (#45)