Resources

Below are useful resources, further reading, and links referenced throughout this course.

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Official Documentation & Language Resources

• The Julia Programming Language Documentation

• Performance Tips (Julia Manual)

• Base Arrays (Julia Documentation)

• Standard Modules (Julia Base)

• Iteration Utilities (Julia Base)

• Functions: Argument Type Declarations (Julia Manual)

• Arrays (Julia Manual)

• Comprehensions (Julia Manual)

• Integers and Floating Point Numbers (Julia Manual)

• Metaprogramming: Symbols (Julia Manual)

• Networking and Streams: Streaming Files (Julia Manual)

• Write “type-stable” functions (Julia Manual)

• Avoid Untyped Global Variables (Julia Manual)

• [Measure Performance with @time (Julia Manual)](https://docs.julialang.org/en/v1/manual/performance-tips/#Measure-performance-with-%5B@time%5D(@ref)

• Profile (Julia Manual)

• Types (Julia Manual)

• DelimitedFiles Standard Library

• LinearAlgebra Standard Library

• Pkg.jl Documentation

Julia Packages & Ecosystem

• Gadfly.jl (Plotting)

• JuliaPlots Documentation

• Makie.jl (High Performance Plotting)

• Julia Plots Stable Docs

• CSV.jl (Data Import)

• DataFrames.jl Documentation

• DiffEqDocs.jl (DifferentialEquations.jl)

• Documenter.jl

• Distributions.jl

• HTTP.jl

• JuMP.jl (Mathematical Optimization)

• Flux.jl (Machine Learning)

• StaticArrays.jl

• StaticArrays.jl Stable Docs

• NCDatasets.jl

• BSON.jl

• HDF5.jl

• JLD2.jl

• JSON.jl

• Parquet.jl

Tools & Editors

• VSCode Julia Extension Documentation

• LLVM Compiler Infrastructure

Tutorials & Further Learning

• MIT 18.337 Lecture 2: Optimizing Julia

• Viral Instruction: Hardware for Julia

Community, Issues & Reporting

• JuliaLang GitHub Issues (bug label)

Wikipedia References

• Conway’s Game of Life

• Endianness

• Hexadecimal

Licensing

• Creative Commons BY 4.0