Julia-Scientific

Numerical analysis and applied statistics written in Julia for coursework.

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What this is

Julia scripts written for a numerical analysis course, plus a set of applied statistics algorithms. Fifty-three .jl files in two groups.

Directory	Contents
JuliaScientificSimulations	Numerical methods and simulation scripts
Applied Statistics Algorithms	Statistical procedures implemented from scratch

The point of writing these from scratch rather than calling a package is that the failure modes become visible: where an iteration stops converging, where conditioning ruins a result, where a textbook formula is numerically the wrong way to compute a correct expression.

Running

julia script_name.jl

Or from the REPL, which is faster when you are iterating because the JIT warm-up is paid once:

include("script_name.jl")

If a script needs a package it will say so on the first run. Add it with:

using Pkg; Pkg.add("PackageName")

Licence

See LICENSE.

Repository layout

Julia-Scientific/
├── Applied Statistics Algorithms/
├── JuliaScientificSimulations/
├── LICENSE
├── README.md

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59 tracked files · 0.2 MB · 1 languages · last pushed 2024-09-25