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InformationGeometry

This is the documentation of InformationGeometry.jl, a Julia package for differential-geometric analyses of parameter inference problems.

DOI

Build Status
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Main Uses

  • maximum likelihood estimation
  • construction and visualization of exact confidence regions
  • computation of geometric quantities such as geodesics and curvature on the parameter manifold

Installation

As with any Julia package, InformationGeometry.jl can be added from the Julia terminal via

julia> ] add InformationGeometry

or alternatively by

julia> using Pkg; Pkg.add("InformationGeometry")

Citation

If InformationGeometry.jl was helpful in your own work, please consider citing https://doi.org/10.48550/arXiv.2211.03421 and https://doi.org/10.5281/zenodo.5530660.