Plotting grids

AdaptiveDensityApproximationRecipes.jl defines plotting recipes for Plots.jl, providing simple visualizations for 2-dim Grid objects and OneDimGrid objects.

If the registry AntibodyPackagesRegistry is installed, AdaptiveDensityApproximationRecipes.jl can be installed like any other package

using Pkg
Pkg.add("AdaptiveDensityApproximationRecipes")

Otherwise, install the AntibodyPackagesRegistry first

using Pkg
Pkg.Registry.add()
Pkg.Registry.add(RegistrySpec(url = "https://github.com/AntibodyPackages/AntibodyPackagesRegistry"))

To illustrate the plotting of grids, a OneDimGrid object and a Grid object need to be constructed

using AdaptiveDensityApproximation
one_dim_grid = create_grid(LinRange(0,2*pi,20))
approximate_density!(one_dim_grid,sin)

two_dim_grid = create_grid(LinRange(0,2*pi,20),LinRange(0,2pi,20))
approximate_density!(two_dim_grid, x -> sin(x[1])^2 + cos(x[2])^2)

With AdaptiveDensityApproximationRecipes.jl and Plots.jl, the grids can easily be plotted

using AdaptiveDensityApproximationRecipes, Plots
plot(one_dim_grid)

plot(two_dim_grid)