/DimensionalPlotRecipes.jl

High dimensional numbers and reductions recipes for data visualization of scientific machine learning (SciML)

Primary LanguageJuliaOtherNOASSERTION

DimensionalPlotRecipes.jl

Build Status Coverage Status codecov.io

DimensionalPlotRecipes.jl is a recipe library for higher dimensional plotting with Plots.jl. Current recipes in the package include:

  • Improved complex number support
# Transformation Options:
# :split3D  - Splits the complex numbers to a (real,real-part,imag-part) plot
# :split2D  - Splits to form separate series for the real and imaginary parts
# :modulus  - Transforms the complex numbers to use their modulus
# :modulus2 - Transforms the complex numbers to use their squared modulus
plot(x::AbstractArray{<:Real},
     y::Array{Complex{<:Number}};
     transformation=:split3D)

Future Support

  • Quaternions
  • Dimensional reduction (PCA,t-sne,etc.)