Julia Learning Ecosystem

Created by Miguel Ocampo

A comprehensive, curated collection of Julia language resources: from beginner tutorials to high-performance scientific modules.

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Official Hubs & Community

JuliaHub Central

Access Case Studies, White Papers, Data Sheets, and premium courses.

Case Studies White Papers

Julia Discourse

The primary forum for asking questions and technical discussions.

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Cheat Sheet

Quick reference for Julia syntax and common functions.

View Sheet

Learning Platforms

Foundational Resources

External Platforms

In-Depth Video Guides

Full Programming Course

Dyad Agentic AI Tutorial

Julia Basics Playlist

AI, Machine Learning & Agentic Systems

MLJ.jl

Comprehensive machine learning framework for Julia.

GitHub Repo →
PromptingTools.jl

Utilities for working with LLMs and prompt engineering.

GitHub Repo →
RAGTools.jl

Retrieval Augmented Generation ecosystem in Julia.

GitHub Repo →
Agents.jl

Agent-based modeling for social/biological simulations.

Documentation →
Franklin.jl

Static site generator tailored for scientific docs.

GitHub Repo →

High-Performance & Scientific Organizations

Julia GPU Parallel Computing Differentiation Graph Theory Molecular Sim Interoperability

Specialized Math & Automata

Automata.jl Finite State

Construct and manipulate finite state automata.

Source
FuzzyLogic.jl Soft Computing

Toolbox for fuzzy sets and inference systems.

Source
CombinatorialSpaces.jl

Dual cell complexes and discrete exterior calculus.

Source
Grassmann.jl Geometric Algebra

Multilinear differential geometric algebra.

Source
ComputationalHomology.jl

Algorithms for simplicial homology and beyond.

Source
ArgParse.jl CLI

Command line argument parsing for Julia scripts.

Source