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Useful packages

Here is a selective list of packages I use and find useful. Some are illustrated with a short demo script with comments.

Table of Contents

  • Distributions.jl: Use probabilistic distributions and related functions (sampling, moments, pdf, cdf, quantile, MLE, etc.)
  • DataFrames.jl: Manipulate tabular data
  • DrWatson.jl: Manage scientific projects (setup the directories and Julia dependencies, handle parameters, saving and loading files)
  • BenchmarkTools.jl: Track performance of Julia code
  • Plot packages:
    • Plots.jl: Simplest one (with StatsPlots.jl for DataFrames integration)
    • Makie.jl: Versatile and allows nice animations with GLMakie backend (Examples)
    • Gadfly.jl: Similar to R's ggplot2
    • PyPlot.jl: Call Python’s matplotlib (Python and matplotlib must be installed on your machine)