v0.5.0

This is a breaking release. We kindly ask users to update their code accordingly.

New features

• Support to any metric defined in Distances.jl
• Empirical cross-variogram implementation
• Visual comparison and k-fold cross-validation (see SolverComparison.ipynb)
• LocallyWeightedRegression.jl estimation solver

Breaking changes

• EuclideanDistance, HaversineDistance and EllipsoidDistance were revised for performance and are now part of Distances.jl under the names Euclidean, Haversine and Ellipsoidal

• DataFrames v0.11.0 was released with breaking changes and GeoStats.jl was updated accordingly

Other improvements

• Updated examples and documentation
• Review of README with links to solver build status