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Julia libraries

ML

  • Flux - Elegant approach to machine learning. It's a 100% pure-Julia stack, and provides lightweight abstractions on top of Julia's native GPU and AD support. (Flux Model Zoo) (Deep Learning with Flux.jl) (Web)
  • MLJ - Julia machine learning framework. (Tutorial) (HN)
  • MLJTime - MLJ compatible Julia toolbox for learning with time series.
  • MLJTuning - Hyperparameter optimization for MLJ machine learning models.
  • Knet - Deep learning framework implemented in Julia by Deniz Yuret and collaborators.
  • TensorCast.jl - Lets you work with many-dimensional arrays in index notation, by defining a few macros.
  • SDDP.jl - Stochastic Dual Dynamic Programming in Julia.
  • ONNX - Read ONNX graphs in Julia.
  • ReversePropagation.jl - Julia package for reverse propagation along a syntax tree, using source-to-source transformation via ModelingToolkit.jl.
  • Metalhead - Computer vision models for Flux.
  • ChainRules - Forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs.
  • MiniFastai - Mini-version of fast.ai in Julia.
  • ReservoirComputing.jl - Reservoir computing utilities for scientific machine learning (SciML).
  • GeometricFlux.jl - Geometric deep learning library for Flux.
  • FluxTraining.jl - Flexible neural net training library inspired by fast.ai. (Docs)
  • GalacticOptim.jl - Local, global, and beyond optimization for scientific machine learning (SciML).
  • DiffEqGPU - GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem.
  • Avalon - Deep learning library in Julia with focus on high performance and interoperability with existing DL frameworks.
  • KernelDensity.jl - Kernel density estimators for Julia.
  • Reinforce - Abstractions, algorithms, and utilities for reinforcement learning in Julia.
  • Augmentor - Fast image augmentation library in Julia for machine learning.
  • DiffEqSensitivity.jl - Sensitivity analysis for scientific machine learning (SciML).
  • TensorCore.jl - Lightweight package for sharing tensor-algebra definitions.
  • LowRankModels.jl - Julia package for modeling and fitting generalized low rank models.
  • MADS - Integrated high-performance computational framework for data/model/decision analyses.
  • Agents.jl - Agent-based modeling framework in Julia.
  • Mitosis.jl - Incorporate discrete and continuous time Markov processes as building blocks into probabilistic graphical models.
  • BAT - Bayesian analysis toolkit in Julia.
  • MLJFlux - Interface to the deep learning package Flux.jl from the MLJ.jl toolbox.
  • Transformers.jl - Julia Implementation of Transformer models.
  • Cambrian.jl - Evolutionary Computation framework.
  • Nonconvex - Toolbox for non-convex constrained optimization.
  • ReinforcementLearningEnvironments.jl - One-stop package for different reinforcement learning environments.
  • MLDatasets.jl - Package for accessing common Machine Learning datasets in Julia.
  • Diffractor - Next-generation, compiler-based AD system for Julia. (HN)
  • GpABC.jl - Provides algorithms for likelihood - free parameter inference and model selection using Approximate Bayesian Computation (ABC).
  • ManifoldDiffEq.jl - Differential equations on manifolds.
  • Cthulhu.jl - Can help you debug type inference issues.
  • ChemometricsTools.jl - Collection of tools for chemometrics and machine learning written in Julia.
  • Lathe.jl - Inclusive Predictive Learning module for Julia.
  • TuringModels - Implementations of the models from the Statistical Rethinking book with Turing.jl.
  • TensorKit.jl - Julia package for large-scale tensor computations, with a hint of category theory.
  • SymbolicRegression.jl - Distributed High-Performance symbolic regression in Julia.
  • NeuralPDE - Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation.
  • SweepContractor.jl - Julia package for the contraction of tensor networks using the sweep-line-based contraction algorithm.
  • CellMLToolkit.jl - Julia library that connects CellML models to the Scientific Julia ecosystem.
  • LossFunctions - Julia package of loss functions for machine learning.
  • FluxMPI.jl - MultiGPU / MultiNode Training of Flux Models.
  • MLJTuringInterface - Interface for Turing models with MLJ.
  • MLFlowClient - Julia client for MLFlow.
  • LinearRegression
  • KernelFunctions - Julia package for kernel functions for machine learning.
  • NLPModels - Data Structures for Optimization Models.
  • MLDataPattern - Utility package for subsetting, resampling, iteration, and partitioning of various types of data sets in Machine Learning.
  • SymPy - Julia interface to SymPy via PyCall.
  • Turkie - Turing + Makie.
  • TuringGLM - Makes easy to specify Bayesian Generalized Linear Models using the formula syntax and returns an instantiated Turing model.
  • Bijectors.jl - Implementation of normalising flows and constrained random variable transformations.
  • DistributionsAD.jl - Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff.
  • Libtask - Tape based task copying in Turing.
  • MLUtils - Utilities and abstractions for Machine Learning tasks.
  • OMEinsum - Differentiable Tensor Networks.
  • Genify.jl - Automatically transforms Julia methods to Gen functions via staged compilation.
  • PDDL.jl - Julia parser, interpreter, and compiler interface for the Planning Domain Definition Language (PDDL).
  • SymbolicPlanners.jl - Symbolic planners for problems and domains specified in PDDL.
  • SymbolicMDPs.jl - Wraps the PDDL.jl interface for PDDL domains and problems within the POMDPs.jl interface for Markov decision processes (MDPs).
  • Enzyme.jl - Julia bindings for the Enzyme automatic differentiator.
  • Jax.jl - Wraps some functionality of Jax in Julia.
  • MIPVerify.jl - Evaluating Robustness of Neural Networks with Mixed Integer Programming.
  • HQDL.jl - High-quality operators for machine learning.
  • OperatorLearning.jl - Provides Layers for the learning of (nonlinear) operators in order to solve parametric PDEs.
  • MultistartOptimization.jl - Multistart optimization methods in Julia.
  • Hyperopt - Hyperparameter optimization in Julia.
  • ShapML - Julia package for interpretable machine learning with stochastic Shapley values.
  • DiffEqCallbacks.jl - Library of callbacks for extending the solvers of DifferentialEquations.jl.
  • DynamicPPL.jl - Implementation of domain-specific language (DSL) for dynamic probabilistic programming.
  • FluxArchitectures - Complex neural network examples for Flux.jl.
  • StochasticDiffEq.jl - Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem.
  • DiffEqOperators.jl - Linear operators for discretizations of differential equations and scientific machine learning (SciML).
  • NeuralAttentionlib.jl - Reusable functionality for defining custom attention/transformer layers.
  • Surrogates.jl - Surrogate modeling and optimization for scientific machine learning (SciML).
  • XGBoost.jl - eXtreme Gradient Boosting in Julia.
  • SimpleNeRF
  • CFMMRouter - Fast solver for the CFMM Routing problem.
  • ExplainableAI.jl - XAI in Julia using Flux.
  • NoiseRobustDifferentiation.jl - Total Variation Regularized Numerical Differentiation.
  • MethodOfLines.jl - Automatic Finite Difference PDE solving with Julia SciML.
  • Yota.jl - Reverse-mode automatic differentiation in Julia.
  • DLPack.jl - Julia wrapper for DLPack.
  • ConstraintLearning - Julia package for people that love to learn new things about constraints.
  • FluxPrune - Pruning framework and methods for Flux.
  • ReactiveMP.jl - Julia package for automatic Bayesian inference on a factor graph with reactive message passing.
  • TensorNetworkAD - Algorithms that combine tensor network methods with automatic differentiation.
  • BetaML - Beta Machine Learning Toolkit.
  • Lux - Explicitly Parameterized Neural Networks in Julia.
  • MuseInference.jl - Fast approximate high-dimensional hierarchical Bayesian inference.
  • InferOpt.jl - Combinatorial optimization layers for machine learning pipelines.
  • ChainPlots - Visualization for Flux.Chain neural networks.
  • FastDEQ - Deep Equilibrium Networks (but faster!).
  • Baysor - Bayesian Segmentation of Spatial Transcriptomics Data.
  • MLJLinearModels.jl - Generalized Linear Regressions Models (penalized regressions, robust regressions, ...).
  • BipartiteMatching.jl - Fast and scalable max cardinality matching for bipartite graphs.
  • DeepQLearning - Implementation of the Deep Q-learning algorithm to solve MDPs.
  • DiffRules - Simple shared suite of common derivative definitions.
  • HuggingFaceHub.jl - Julia package to interact with the Hugging Face Hub.
  • Hopfields.jl - Modern Hopfield layer implementations in Julia.
  • SciML Docs (Code)
  • Kinetic.jl - Universal modeling and simulation of fluid dynamics upon machine learning.
  • SymbolicNumericIntegration.jl - Hybrid symbolic/numerical integration package that works on the Julia Symbolics expressions.
  • BlockSystems.jl - Express input-output-systems / block-systems with the help of ModelingToolkit.jl.
  • Metaheuristics - High performance metaheuristics for optimization purely coded in Julia.
  • Integrals.jl - Common interface for quadrature and numerical integration for the SciML scientific machine learning organization.
  • SymbolicControlSystems - C-code generation and an interface between ControlSystems.jl and SymPy.j.
  • RvSpectML - Facilitate the analysis of stellar spectroscopic times series.
  • LsqFit.jl - Simple curve fitting in Julia.
  • TintiNet.jl - Implementation of the TintiNet architecture for Julia.
  • MixedModels - Julia package for fitting (statistical) mixed-effects models. (Tweet)

Math

  • DifferentialEquations - Julia suite for high-performance solvers of differential equations.
  • DiffEqDocs - Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem.
  • IterativeSolvers - Iterative algorithms for solving linear systems, eigensystems, and singular value problems.
  • JuMP - Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear). (Article)
  • Multivariate Statistics - Julia package for multivariate statistics and data analysis (e.g. dimension reduction).
  • RandomizedLinAlg.jl - Randomized algorithms for numerical linear algebra in Julia.
  • Grassmann.jl - ⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex.
  • PencilFFTs.jl - Fast Fourier transforms of MPI-distributed Julia arrays.
  • SurrealNumbers - Implementation of Conway's Surreal Numbers.
  • Manopt.jl - Optimization on Manifolds in Julia.
  • ApproxFun.jl - Julia package for function approximation.
  • ReverseDiff - Reverse Mode Automatic Differentiation for Julia.
  • StatsFuns.jl - Mathematical functions related to statistics.
  • Catlab.jl - Framework for applied category theory in the Julia language.
  • Symata.jl - Symbolic mathematics language.
  • BlackBoxOptim - Black-box optimization for Julia.
  • MappedArrays - Lazy in-place transformations of arrays.
  • Pingouin.jl - Reimplementation of Raphaelvallat's Pingouin in Julia.
  • StatsModels - Specifying, fitting, and evaluating statistical models in Julia.
  • MathOptInterface - Abstraction layer for mathematical optimization solvers.
  • TemporalGPs - Fast inference for Gaussian processes in problems involving time.
  • FiniteDifferences.jl - Estimates derivatives with finite differences.
  • IncrementalInference.jl - Incremental non-parametric (and parametric) solution to factor graphs.
  • FiniteDiff - Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support.
  • LazySets.jl - Julia package for calculus with convex sets.
  • Tullio.jl - Flexible einsum macro. Understands many array operations written in index notation.
  • Stheno - Probabilistic Programming with Gaussian processes in Julia.
  • MultiFloats.jl - Fast extended-precision floating-point arithmetic for Julia.
  • RecursiveFactorization - Package that collects various recursive matrix factorization algorithms.
  • Nemo - Computer algebra package for the Julia programming language. It aims to cover commutative algebra, number theory and group theory.
  • AbstractAlgebra - Pure Julia package for computational abstract algebra.
  • Hecke - Computational algebraic number theory.
  • ChainRulesCore - Provides a light-weight dependency for defining sensitivities for functions in your packages.
  • Calculus.jl - Calculus functions in Julia.
  • TSML - Package for time series data processing, classification, clustering, and prediction.
  • Metatheory.jl - General purpose metaprogramming and algebraic computation library for the Julia programming language.
  • Symbolics.jl - Fast and modern CAS for a fast and modern language. (Forum Post) (HN)
  • SymbolicSAT - Extends SymbolicUtils expression simplification with a theorem prover.
  • Interpolations - Fast, continuous interpolation of discrete datasets in Julia.
  • Bootstrap.jl - Statistical bootstrapping library for Julia.
  • DynamicalSystems.jl - Award-winning Julia software library for the exploration of chaos and nonlinear dynamics.
  • StatsBase.jl - Basic statistics for Julia.
  • Infinity.jl - Representation of infinity in Julia.
  • LogarithmicNumbers.jl - Logarithmic number system for Julia.
  • MCMCChains.jl - Types and utility functions for summarizing Markov chain Monte Carlo simulations.
  • NearestNeighbors.jl - High performance nearest neighbor data structures and algorithms for Julia.
  • MHLib.jl - Toolbox for Metaheuristics and Hybrid Optimization Methods.
  • Erdos - Library for graph analysis written Julia.
  • LinearSolvers
  • HighDimPDE.jl - Julia package that breaks down the curse of dimensionality in solving non local, non linear PDEs.
  • Polynomials.jl - Polynomial manipulations in Julia.
  • Roots - Root finding functions for Julia.
  • LatexPrint - Print Julia objects in LaTeX form.
  • Distances - Julia package for evaluating distances (metrics) between vectors.
  • Rewrite.jl - Efficient symbolic term rewriting engine.
  • Simplify.jl - Algebraic simplification in Julia.
  • InfiniteOpt.jl - Intuitive modeling interface for infinite-dimensional optimization problems.
  • TimeSeries.jl - Time series toolkit for Julia.
  • Algebraic Multigrid - Lets you solve sparse linear systems using Algebraic Multigrid (AMG).
  • MetaGraphs - Graph data structures with multiple heterogeneous metadata for Graphs.jl.
  • CliffordAlgebras.jl - Fast and lightweight Julia package for Clifford and geometric algebras.
  • Oscar.jl - Computer algebra system which combines the capabilities of four cornerstone systems: GAP, Polymake, Antic and Singular.
  • TaylorSeries.jl - Julia package for Taylor polynomial expansions in one or more independent variables.
  • Causalinference.jl - Julia package for causal inference, graphical models and structure learning.
  • Bridge.jl - Statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
  • Kalman - Flexible filtering and smoothing in Julia.
  • CombinatorialSpaces.jl - Simplicial sets and other combinatorial models of geometric spaces.
  • PrettyNumbers.jl - Pretty print numbers in Julia.
  • ManifoldsBase.jl - Basic interface for manifolds in Julia.
  • HypergeometricFunctions.jl - Julia package for calculating hypergeometric functions.
  • SingularIntegralEquations.jl - Julia package for solving singular integral equations.
  • AbstractGPs - Abstract types and methods for Gaussian Processes.
  • AbstractAlgebra - Generic abstract algebra functionality in pure Julia (no C dependencies).
  • StateSpaceModels.jl - Julia package for time-series analysis using state-space models.
  • CalculusWithJulia - Provide notes and features for using Julia to address typical problems from the undergraduate calculus sequence.
  • StatsPlots - Statistical plotting recipes for Plots.jl.
  • FixedPointDecimals - Julia fixed-point decimals built from integers.
  • AlgebraOfGraphics - Combine ingredients for a plot.
  • MonteCarloMeasurements - Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.
  • DifferentialDynamicProgramming - Package for solving Differential Dynamic Programming and trajectory optimization problems.
  • LowLevelParticleFilters - Simple particle/kalman filtering, smoothing and parameter estimation.
  • AbstractPPL.jl - Common types and interfaces for probabilistic programming.
  • PiecewiseLinearOpt - Solve optimization problems containing piecewise linear functions.
  • FixedPointNumbers - Implements fixed-point number types.
  • OnlineStats.jl - Online Algorithms for Statistics, Models, and Big Data Viz.
  • Survival.jl - Survival analysis in Julia.
  • StatsKit.jl - Convenience meta-package to load essential packages for statistics.
  • Multivariate Polynomials - Interface for manipulating multivariate polynomials.
  • Krylov.jl - Julia Basket of Hand-Picked Krylov Methods.
  • SuiteSparseGraphBLAS.jl - Fast, general sparse linear algebra and graph computation package, based on SuiteSparse:GraphBLAS.
  • SpecialFunctions.jl - Special mathematical functions in Julia.
  • RandomVariables - Julia package for random variables, some transformations and probabilities.
  • Sherlogs.jl - Number format that inspects your code by logging the arithmetic results.
  • GeometryBasics.jl - Basic geometry types.

NLP

  • NLPModelsJuMP - Create NLPModels with JuMP.
  • Spacy.jl - Lightweight wrapper of the amazing spaCy Python package.

Biology

  • GeneticVariation - Data structures and algorithms for working with genetic variation.
  • BioStructures.jl - Julia package to read, write and manipulate macromolecular structures (particularly proteins).
  • MolecularGraph.jl - Graph-based molecule modeling toolkit for cheminformatics.
  • FASTX - Parse and process FASTA and FASTQ formatted files of biological sequences.
  • Molly.jl - Molecular simulation in Julia.
  • DFTK - Density-functional toolkit.
  • AtomicGraphNets.jl - Atomic graph models for molecules and crystals in Julia.
  • BioAlignments.jl - Sequence alignment tools.
  • BioSequences - Biological sequences for the julia language.
  • pangraph - Bioinformatic toolkit to align large sets of closely related genomes into a graph data structure.
  • GeneDrive.jl - Julia package designed for simulating biological dynamics and control.
  • ViennaRNA - Julia interface to the ViennaRNA library for RNA secondary structure prediction and analysis.

Computer Vision

  • Flux3D.jl - 3D computer vision library in Julia.
  • Rayuela.jl - Implements non-orthogonal multi-codebook quantization methods (MCQ).
  • MIRT - Michigan Image Reconstruction Toolbox in Julia.

Physics

  • SolidStateDetectors.jl - Julia package for fast 2D and 3D simulation of Solid State Detectors.
  • OrdinaryDiffEq.jl - High performance differential equation solvers for ordinary differential equations, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML).

Chemistry

  • ChemistryFeaturization.jl - Interface for modular, flexible, invertible featurization of atomic structures for machine learning purposes.

Graphics

CLI

  • ArgParse.jl - Package for parsing command-line arguments to Julia programs.
  • Comonicon - All terminals are under my command.
  • Term.jl - Playing with terminal utilities in Julia.

Web

Test

  • ReTest - Testing framework for Julia.
  • XUnit.jl - Unit-testing framework for Julia.
  • TestEnv - Activate your test environment, so you can use your test dependencies in the REPL.
  • ReferenceTests - Utility package for comparing data against reference files.
  • HypothesisTests.jl - Hypothesis tests for Julia.
  • PropCheck.jl - Simple, thin package for property based testing.
  • JCheck - Randomized Property Based Testing for Julia.

DB

  • FunSQL - Julia library for compositional construction of SQL queries.
  • SparkSQL - Enables Julia programs to work with Apache Spark data using just SQL.
  • Redis.jl - Fully-featured Redis client for the Julia programming language.
  • Query - Query almost anything in julia.
  • DuckDB.jl
  • DBInterface.jl - Database interface definitions for Julia.
  • SQLREPL.jl - Julia REPL mode for SQL.
  • LibPQ - Julia wrapper for libpq.
  • SQLStrings - Safe interpolations for SQL query strings.
  • Mentat - Super simple caching with ttls.

Error

WASM

  • Wasmer.jl - Julia wrapper around the wasmer runtime to run Web Assembly blobs and libraries from Julia.

Quantum

  • QuantumInformation - Julia package for numerical computation in quantum information theory.

LaTeX

  • LaTeXStrings - Make it easier to type LaTeX equations in string literals in the Julia language.
  • MathTeXEngine - Latex math mode engine in pure Julia.

Other

  • TimeSeries - Aims to provide a lightweight framework for working with time series data in Julia.
  • Plots - Powerful convenience for Julia visualizations and data analysis.
  • Makie - High level plotting on the GPU.
  • FileIO - Main Package for IO, loading all different kind of files.
  • GPUArrays - Array operations defined for all kind of GPU backends.
  • PackageCompiler - Remove just-in-time compilation overhead from your package and compile it into a system image.
  • CUDAdrv - Julia wrapper for the CUDA driver API.
  • Devectorize - Provides macros and functions to de-vectorize a vector expression.
  • CUDAnative.jl - Julia support for native CUDA programming.
  • Julia debugger
  • Automa.jl - Julia code generator for regular expressions.
  • Gadfly - Plotting and data visualization system written in Julia.
  • FastTransforms.jl - Julia package for fast orthogonal polynomial transforms.
  • ModelingToolkit.jl - Toolkit for modeling and creating DSLs for Scientific Computing in Julia. (Internals of ModelingToolkit)
  • Zygote - Intimate Affection Auditor.
  • ForwardDiff.jl - Forward Mode Automatic Differentiation for Julia.
  • Omega.jl - Causal, Higher-Order, Probabilistic Programming.
  • AutoGrad - Automatic differentiation package for Julia.
  • GLM - Generalized linear models in Julia.
  • Distributions.jl - Julia package for probability distributions and associated functions.
  • Turing.jl - Turing language for probabilistic machine learning and Bayesian statistics. (HN)
  • Pretty Tables - Print data in matrices in a human-readable format.
  • PyCall.jl - Package to call Python functions from the Julia language.
  • Optim.jl - Univariate and multivariate optimization in Julia.
  • StaticArrays - Statically sized arrays for Julia.
  • Threads - Parallelized Base functions.
  • DataStructures.jl - Implements a variety of data structures.
  • Literate - Simple package for literate programming in Julia.
  • AbstractTrees - Abstract julia interfaces for working with trees.
  • Lazy.jl - Provides Julia with the cornerstones of functional programming - lazily-evaluated lists and a large library of functions for working with them.
  • BenchmarkTools.jl - Benchmarking framework for the Julia language.
  • Dash - Create beautiful, analytic applications in Julia.
  • MLStyle.jl - Julia functional programming infrastructures and metaprogramming facilities.
  • QuadGK.jl - Adaptive 1d numerical Gauss–Kronrod integration in Julia.
  • ClearStacktrace - Visually clarified stack traces for Julia.
  • DiffEqFlux.jl - Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers.
  • Weave - Scientific report generator/literate programming tool for Julia. (Docs) (HN)
  • Latexify.jl - Convert julia objects to LaTeX equations, arrays or other environments.
  • FFTW.jl - Julia bindings to the FFTW library for fast Fourier transforms.
  • InteractiveViz.jl - Interactive visualization tools for Julia.
  • UnicodePlots - Advanced Unicode plotting library designed for use in Julia's REPL.
  • Revise.jl - Automatically update function definitions in a running Julia session.
  • JuliaWebAPI.jl - Julia package for deploying APIs.
  • HTTP - HTTP client and server functionality for Julia.
  • OptimKit.jl - Blissfully ignorant Julia package for gradient optimization.
  • TrajectoryOptimization.jl - Fast trajectory optimization library written in Julia.
  • UnderscoreOh.jl - Call graphs as recompilation-free capture-by-value closures.
  • Downloads - Provides a single function, download, which provides cross-platform, multi-protocol, in-process download functionality implemented with libcurl.
  • Colors - Color manipulation utilities for Julia.
  • NiLang.jl - Reversible domain-specific language (DSL) that allow a program to go back to the past. (HN)
  • CUDAFolds - Data-parallelism on CUDA using Transducers.jl and for loops (FLoops.jl).
  • TheFix.jl - Fix for the most common errors made in the REPL.
  • FancyDiagnostics - Enhance your Julia error message experience.
  • RandomNumbers - Random Number Generators.
  • StaticModules - Statically sized and typed namespace you can use for enclosing julia code and variables without runtime overhead and useable in either the global or local scopes.
  • Mustache - Port of mustache.js to julia.
  • Publish.jl - Universal document authoring package for Julia.
  • SIMD - Explicit SIMD vector operations for Julia.
  • ArrayInterface - Designs for new Base array interface primitives.
  • LazyArrays - Lazy arrays and linear algebra in Julia.
  • Oceananigans.jl - Fast and friendly fluid dynamics on CPUs and GPUs.
  • LinearFractional - Linear fractional programming with Julia and JuMP.
  • MeasureTheory - Package for building and reasoning about measures.
  • Restructured BNF - Aims at the generating parsers without requiring redundant coding from programmers.
  • GeneralizedGenerated - Enables the generalized generated functions. Specifically, it supports closure constructions in generated functions.
  • DiffEqBase.jl - Lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems.
  • LRUCache.jl - Provides a thread-safe implementation of a Least Recently Used (LRU) Cache for Julia.
  • Cxx.jl - Julia C++ Interface.
  • Cascadia - CSS Selector library in Julia.
  • JSON3 - JSON package for Julia. Focused on speed and slick struct mapping.
  • JSON.jl - JSON parsing and printing.
  • TableIO - Glue package for reading and writing tabular data.
  • JET.jl - Experimental type checker for Julia, no need for additional type annotations. (HN)
  • LoopVectorization - Macro(s) for vectorizing loops.
  • LinearOperators.jl - Linear Operators for Julia.
  • Images.jl - Image library for Julia.
  • Match.jl - Advanced Pattern Matching for Julia.
  • PlutoUI.jl - Tiny package to make HTML input tag a bit more Julian.
  • Fermionic - Toolkit for fermonic quantum computation in Julia.
  • FileTrees.jl - Parallel file processing made easy.
  • DataFramesMeta.jl - Metaprogramming tools for DataFrames.jl objects.
  • Documenter - Documentation generator for Julia.
  • Memoization.jl - Easily and efficiently memoize any function in Julia.
  • Memoize.jl - Easy memoization for Julia.
  • SymbolicUtils.jl - Expression rewriting and simplification.
  • Gridap - Grid-based approximation of partial differential equations in Julia.
  • BlockArrays.jl - BlockArrays for Julia.
  • InteractiveAudio - Julia package to generate and play audio while dynamically changing the underlying code in real time.
  • GFlops.jl - Estimate the absolute performance of a piece of Julia code.
  • VectorizationBase - Library providing basic SIMD support in Julia.
  • InplaceOps.jl - Convenient macros for in-place matrix operations in Julia.
  • PGFPlotsX - Julia package to generate publication quality figures using the LaTeX library PGFPlots.
  • AcceleratedArrays.jl - Arrays with acceleration indices.
  • FLoops - Fast sequential, threaded, and distributed for-loops for Julia—fold for humans.
  • ParallelStencil - Package for writing high-level code for parallel high-performance stencil computations that can be deployed on both GPUs and CPUs.
  • Circuitscape - Algorithms from circuit theory to predict connectivity in heterogeneous landscapes. (Web)
  • CategoricalArrays.jl - Arrays for working with categorical data (both nominal and ordinal).
  • Infiltrator.jl - Provides a macro called @infiltrate, which sets a "breakpoint" in a local context.
  • Luxor - Julia package for drawing simple static vector graphics.
  • SnoopCompile - Making packages work faster with more extensive precompilation.
  • StaticCompiler - Compiles Julia code to a standalone library.
  • Stipple - Reactive UI library for interactive data applications with pure Julia.
  • PkgEval.jl - Evaluate Julia packages.
  • DataDeps - Reproducible data setup for reproducible science.
  • TreeView - Draw Julia syntax trees as a graph.
  • ControlSystems.jl - Control Systems Toolbox for Julia.
  • MatchCore - Minimal implementation of optimized pattern matching.
  • ManualDispatch - Avoid method dispatch at runtime.
  • ExprTools - Light-weight expression manipulation tools.
  • ConfParser - Julia package for parsing configuration files.
  • TimerOutputs - Formatted output of timed sections in Julia.
  • Actors.jl - Concurrent computing in Julia with actors.
  • DaemonMode - Client-Daemon workflow to run faster scripts in Julia.
  • CxxWrap - Package to make C++ libraries available in Julia.
  • Cassette - Lets you easily extend the Julia language by directly injecting the Julia compiler with new, context-specific behaviors.
  • Evolutionary - Evolutionary & genetic algorithms for Julia.
  • REPLMaker - Tool for building (domain specific) languages in Julia.
  • LLVM.jl - Julia wrapper for the LLVM C API.
  • oneAPI.jl - Julia support for the oneAPI programming toolkit.
  • RuntimeGeneratedFunctions.jl - Functions generated at runtime without world-age issues or overhead.
  • Catwalk.jl - Adaptive optimizer for speeding up dynamic dispatch in Julia.
  • Reexport - Julia macro for re-exporting one module from another.
  • OpticSim.jl - Optical Simulation software.
  • NOMAD.jl - Julia interface to the NOMAD blackbox optimization software.
  • BayesNets - Bayesian Networks for Julia.
  • IntervalRootFinding.jl - Find all roots of a function in a guaranteed way with Julia.
  • DataFrames.jl - In-memory tabular data in Julia. (Introduction to DataFrames.jl)
  • DrWatson - Scientific project assistant software.
  • Strategems - Quantitative systematic trading strategy development and backtesting in Julia.
  • Polyester - Provides low overhead threading.
  • ChannelBuffers - Parallel tasks using pipe streams.
  • BenchmarkCI.jl - Provides an easy way to run benchmark suite via GitHub Actions.
  • BangBang - Implements functions whose name ends with !!. Those functions provide a uniform interface for mutable and immutable data structures.
  • Transducers.jl - Efficient transducers for Julia.
  • ProtoStructs - Easy prototyping of structs.
  • FilePaths.jl - Type based API for working with filesystem paths.
  • PowerSystems.jl - Provides a rigorous data model using Julia structures to enable power systems analysis and modeling.
  • Dagger.jl - Framework for out-of-core and parallel execution.
  • SplitApplyCombine.jl - Split-apply-combine strategies for Julia.
  • PythonCall.jl - Python and Julia in harmony.
  • Javis - Julia Animations and Visualizations. (First YouTube video created with Javis)
  • Juniper - JuMP-based Nonlinear Integer Program Solver.
  • ConstraintSolver.jl - Constraint solver completely written in Julia.
  • IterTools.jl - Common functional iterator patterns.
  • MethodAnalysis - Utilities to analyze Julia's method tables.
  • Strided.jl - Julia package for strided array views and efficient manipulations thereof.
  • LispSyntax.jl - Clojure-like lisp syntax for julia.
  • Fastnet.jl - Julia package that allows very fast (linear-time) simulation of discrete-state dynamical processes on networks, such as commonly studied models of epidemics.
  • DataSets - Helps make data wrangling code more reusable.
  • ResourceContexts - Safe resource handling for Julia, without the do blocks.
  • MacroTools - Tools for working with Julia code and expressions.
  • FromFile - Exports a macro @from, which can be used to import objects from files.
  • Catalyst.jl - Domain-specific language (DSL) for high-performance simulation and modeling of chemical reaction networks.
  • IRTools - Mike's Little Intermediate Representation.
  • GraphRecipes - Graph-related recipes to be used with Plots.jl.
  • IntervalArithmetic.jl - Rigorous floating-point calculations using interval arithmetic in Julia.
  • StructArrays - Efficient implementation of struct arrays in Julia.
  • Seaborn - Julia wrapper around the Seaborn data visualization library.
  • DynamicHMC - Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
  • Clang - Julia interface to libclang.
  • InverseFunctions.jl - Defines an interface to invert functions.
  • Rematch - Pattern matching.
  • Salsa.jl - Framework for on-demand, incremental computation via memoization, inspired by Rust lang's salsa-rs/salsa.
  • Blobs - Binary blobs with on-the-fly pointer patching.
  • Thrift.jl - Thrift for Julia.
  • Graphs - Optimized graphs package for Julia.
  • ZipFile - Read/Write ZIP archives in Julia.
  • Manifolds.jl - Unified interface to define and use manifolds.
  • AtomsBase - Abstract interface for representation of atomic geometries in Julia.
  • Combinatorics - Combinatorics library. Focusing on enumerative combinatorics and permutations.
  • NamedDims - Zero-cost abstraction to add names to the dimensions of an array.
  • PairPlots.jl - Produces corner plots, otherwise known as pair plots or scatter plot matrices: grids of 1D and 2D histograms that allow you to visualize high dimensional data.
  • ReadableRegex - Syntax that is much easier to write and understand than the rather cryptic standard Regex.
  • Permutations - Permutations class for Julia.
  • Tokenize - Tokenization for Julia source code.
  • UnsafeArrays - Stack-allocated pointer-based array views.
  • Traceur - Codified version of the Julia performance tips. You run your code, it tells you about any obvious performance traps.
  • ImageClipboard - Copy & Paste images with Julia.
  • Dictionaries - Alternative interface for dictionaries in Julia, for improved productivity and performance.
  • PrettyPrinting.jl - Julia library for optimal formatting of composite data structures.
  • Cpp.jl - Utilities for calling C++ from Julia.
  • DataFrameMacros.jl - Macros for DataFrame manipulation with a syntax geared towards clarity, brevity and convenience.
  • Chain - Piping a value through a series of transformation expressions using a more convenient syntax than Julia's native piping functionality.
  • RegionTrees.jl - Quadtrees, Octrees, and their N-Dimensional Cousins.
  • HDF5 - Save and load data in the HDF5 file format from Julia.
  • AMDGPU.jl - AMD GPU (ROCm) programming in Julia.
  • Unityper - "compactify" structures in static single inheritance.
  • ClimateMachine.jl - Earth System Model that automatically learns from data.
  • ReachabilityAnalysis.jl - Methods to compute sets of states reachable by dynamical systems.
  • Jin - Julia version of the Python Gin configuration library.
  • ArtifactUtils - Tool for package developers for working with artifacts.
  • JSExpr - Translate Julia to JavaScript.
  • ProfileSVG - Write flame graphs to SVG format and explore them interactively in Jupyter, Pluto, etc.
  • GraphViz.jl - Julia Binding to the GraphViz library.
  • Interact - Interactive widgets to play with your Julia code.
  • Coverage.jl - Take Julia code coverage and memory allocation results, do useful things with them.
  • ResumableFunctions - C# style generators a.k.a. semi-coroutines for Julia.
  • Generators - Very lightweight, task-based generators.
  • Requires - Lazy code loading for Julia.
  • CxxInterface.jl - Create Julia interfaces to C++ libraries.
  • HomotopyContinuation.jl - Julia package for solving systems of polynomials via homotopy continuation.
  • GeoStats - Extensible framework for high-performance geostatistics in Julia.
  • MarkdownLiteral.jl - Lets you write Markdown inside Pluto notebooks.
  • InitialValues.jl - Canonical default initial values and identity elements for Julia.
  • Mux.jl - Middleware for Julia.
  • ProgressMeter.jl - Progress meter for long-running computations.
  • Modia.jl - Modeling and simulation of multidomain engineering systems.
  • WebSockets.jl - WebSockets library for Julia.
  • Eyeball.jl - Object and type viewer for Julia.
  • GeoMakie - Geographical plotting utilities for Makie.jl.
  • PlutoStaticHTML.jl - Convert Pluto notebooks to pure HTML.
  • Setfield - Update deeply nested immutable structs.
  • ParallelOperations.jl - Basic parallel algorithms for Julia.
  • LLLplus.jl - Lattice reduction and other lattice tools in Julia.
  • GaussianRandomFields - Package for Gaussian random field generation in Julia.
  • MPI - MPI wrappers for Julia.
  • MicroMamba.jl - Julia interface to the MicroMamba package manager.
  • CondaPkg.jl - Add Conda dependencies to your Julia project.
  • SCS - Julia wrapper for the SCS splitting cone solver.
  • LogicCircuits.jl - Logic Circuits from the Juice library.
  • Measurements.jl - Error propagation calculator and library for physical measurements.
  • PartitionedArrays.jl - Vectors and sparse matrices partitioned into pieces for parallel distributed-memory computations.
  • ZMQ.jl - Julia interface to ZeroMQ.
  • AWSS3 - AWS S3 Simple Storage Service interface for Julia.
  • Arrow - Official Julia implementation of Apache Arrow.
  • JuliaSyntax - Julia frontend, written in Julia.
  • GLPK.jl - Wrapper for the GNU Linear Programming Kit library.
  • FlameGraphs - Analysis of profiling data using trees.
  • SymbolicIntegration - Julia implementations of symbolic integration algorithms.
  • GPUCompiler.jl - Reusable compiler infrastructure for Julia GPU backends.
  • GeoJSON.jl - Utilities for working with GeoJSON data in Julia.
  • ChaosTools.jl - Tools for the exploration of chaos and nonlinear dynamics.
  • ArgCheck - Package for checking function arguments.
  • FunctionalCollections - Functional and persistent data structures for Julia.
  • FreqTables - Frequency tables in Julia.
  • Denumpyfy.jl - Translating numpy notebooks to Julia.
  • SimilaritySearch.jl - Near Neighbor Search Library.
  • CBinding.jl - Automatic C interfacing for Julia.
  • LanguageServer - Implements the Microsoft Language Server Protocol for the Julia programming language.
  • LocalCoverage.jl - Trivial functions for working with coverage for packages locally.
  • LogExpFunctions.jl - Julia package for various special functions based on log and exp.
  • Missings.jl - Missing value support for Julia.
  • PlotlyJS - Julia library for plotting with plotly.js.
  • SparseArrays - Functionality for working with sparse arrays in Julia.
  • RedefStructs.jl - Redefinable structures.
  • TopOpt - Beautifully Julian topology optimization package.
  • Mixtape.jl - Static method overlay and optimization tool with configurable code generation and execution.
  • TimeseriesPrediction - Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis.
  • ControlSystemIdentification - System Identification toolbox for LTI systems, compatible with ControlSystems.jl.
  • ArrayLayouts - Julia package for describing array layouts and more general fast linear algebra.
  • Static - Static types useful for dispatch and generated functions.
  • ProtoBuf.jl - Julia protobuf implementation.
  • MPIClusterManagers.jl - Julia parallel constructs over MPI.
  • Stonks.jl - Julia library for standardizing financial data retrieval and storage from multiple APIs.
  • PyPlot - Plotting for Julia based on matplotlib.pyplot.
  • FillArrays.jl - Julia package for lazily representing matrices filled with a single entry.
  • Configurations - Options & Configurations made easy.
  • AMQPClient - Julia AMQP (Advanced Message Queuing Protocol) / RabbitMQ Client.
  • DynamicAxisWarping.jl - Dynamic Time Warping (DTW), matrix profile and related algorithms in Julia.
  • PyCallChainRules - Differentiate python calls from Julia.
  • Replay - Replay your REPL instructions.
  • sir-julia - Various implementations of the classical SIR model in Julia.
  • EnumX.jl - What I wish Base.@enum was.
  • ValSplit.jl - Compile away dynamic dispatch on Val-typed arguments via value-splitting.
  • EvoTrees - Boosted trees in Julia.
  • ImageProjectiveGeometry - Projective geometry for computer vision in Julia.
  • ArrayAllocators - Allocate arrays with malloc, calloc, or on NUMA nodes.
  • InMemoryDatasets - Multithreaded package for working with tabular data in Julia.
  • Tilde - Successor to Soss.jl.
  • DocumenterCitations.jl - Uses Bibliography.jl to add support for BibTeX citations and references in documentation pages generated by Documenter.jl.
  • Expronicon - Collective tools for metaprogramming on Julia Expr.
  • FoldsThreads - Extra threaded executors for JuliaFolds/*.jl.
  • LIBSVM.jl - LIBSVM bindings for Julia.
  • SMTPClient - Send emails from Julia.
  • MarketTechnicals.jl - Technical analysis of financial time series in Julia.
  • AeroMDAO - Toolbox meant for aircraft design analyses.
  • Julia Buildkite - Buildkite configuration files for Base Julia CI.
  • PortAudio.jl - Wrapper for the Julia programming language, compatible with the JuliaAudio family of packages.
  • ShiftedArrays - Lazy shifted arrays for data analysis in Julia.
  • MomentClosure.jl - Tools to generate and study moment equations for any chemical reaction network using various moment closure approximations.
  • AxisKeys.jl - Defines a thin wrapper which, alongside any array, stores a vector of "keys" for each dimension.
  • StaticLint - Static Code Analysis for Julia.
  • NestedTuples - Tools for making it easier to work with nested tuples and nested named tuples.
  • LinearMaps - Julia package for defining and working with linear maps.
  • Glob - Posix-compliant file name pattern matching.
  • ComputedFieldTypes - Build types in Julia where some fields have computed types.
  • ImageInTerminal - Julia package for displaying images in the terminal using ANSI colors and Unicode characters.
  • ThreadedArrays - "Easy" parallelism injection.
  • ParallelMagics - Safe parallelism using compiler analysis.
  • CounterfactualExplanations - Package for Counterfactual Explanations and Algorithmic Recourse in Julia.
  • ReferenceFrameRotations - Toolbox to represent 3D rotations of coordinate frames for Julia language.
  • StructEquality - Equality for struct types as you would expect it.
  • PkgCleanup - Garbage collects packages and artifacts that are no longer reachable.
  • BatchedRoutines - Batched routines (BLAS, LAPACK, etc.) for multi-dimensional arrays.
  • JunctionTrees - Metaprogramming-based implementation of the junction tree algorithm.
  • LineSearches - Line search methods for optimization and root-finding.
  • SimpleChains - Only supports simple chains, but it intends to be fast for small problems on the CPU.
  • REPLTreeViews.jl - Provides an experimental macro to interactively show complex data structures in the REPL.
  • Tricks - Cunning tricks though the Julia compiler internals.
  • Parameters - Types with default field values, keyword constructors and (un-)pack macros.
  • Karnak.jl - Small extension for the Luxor.jl package to help with constructing graph-style drawings.
  • Maybe.jl - Optional value handling for Julia.
  • PythonIO.jl - Read and write some common Python data formats.
  • StatProfilerHTML - Show Julia profiling data in an explorable HTML page.
  • ProximalAlgorithms.jl - Proximal algorithms for non-smooth optimization in Julia.
  • WordCloud.jl - Word cloud generator in Julia.
  • RemoteREPL - Connect a REPL to a remote Julia process.
  • JuliennedArrays - Type stable array slicing.
  • ProfileView.jl - Visualization of Julia profiling data.
  • Observables - Observables are like Refs but you can listen to changes.
  • TimeZones.jl - IANA time zone database access for Julia.
  • SumTypes - Implementation of sum types.
  • JuliaPkg - Manage your Julia dependencies from Python.
  • TableTransforms - Transforms and pipelines with tabular data.
  • EllipsisNotation.jl - Implements the notation .. for indexing arrays.
  • KernelAbstractions.jl - Heterogeneous programming in Julia.
  • LazyModules - Provides package developers an alternative option to delay package loading until used.
  • OffsetArrays.jl - Fortran-like arrays with arbitrary, zero or negative starting indices.
  • Adapt - Allows you to "convert" wrapper types like Adjoint to be GPU compatible.
  • ProfileCanvas - Exposes the HTML canvas based profile viewer UI used by the Julia extension for VS Code in the REPL and environments that can display HTML.
  • LoggingExtras - Composable Loggers for the Julia Logging StdLib.
  • TerminalLoggers - Logging sinks and utilites for interactive terminals.
  • FastClosures - Faster closure variable capture.
  • Accessors - Update immutable data.
  • ParserCombinator - Parser combinator library for Julia.
  • CSV - Fast, flexible delimited file reader/writer for Julia.
  • LatticeQCD.jl - Native Julia code for lattice QCD with dynamical fermions in 4 dimension.
  • Groebner.jl - Groebner bases in pure Julia.
  • BinaryBuilder - Binary Dependency Builder for Julia.
  • Glyphy - Searches through the names of glyphs in the Unicode system and returns a list of the glyph names that match the search string.
  • FastBroadcast - Exports @.. that compiles broadcast expressions into loops that are easier for the compiler to optimize.
  • Gnuplot.jl - Julia interface to gnuplot.
  • Strs - String support package for Julia.
  • TOML.jl - Fast TOML parser for TOML 1.0 written in Julia.
  • DecisionTree.jl - Julia implementation of Decision Tree (CART) and Random Forest algorithms.
  • QuantizedArrays - Array quantization and compression.
  • GraphPlot - Graph visualization for Julia.
  • GR.jl - Plotting for Julia based on GR, a framework for visualization applications.
  • MemoizedMethods.jl - Methodwise memoization for Julia.
  • PikaParser.jl - Pure Julia implementation of pika parser.
  • DynamicGrids - Grid-based simulations in Julia.
  • DimensionalData - Named dimensions and indexing for julia arrays and other data.
  • Rasters - Defines common types and methods for reading, writing and manipulating rasterized spatial data.
  • Flatten - Flatten nested Julia objects to tuples, and reconstruct them later.
  • ModelParameters - Easy, standardised parameter get/set for heterogeneous or nested immutable models.
  • LibGEOS.jl - Julia package for manipulation and analysis of planar geometric objects.
  • Pollen.jl - Format-independent document generation tool built for interactive work.
  • Interfaces - Macros to define and impolement interfaces, to ensure they are checked and correct.
  • StructuralEquationModels.jl - Fast and flexible Structural Equation Modelling Framework.
  • ComponentArrays.jl - Arrays with arbitrarily nested named components.
  • ConcreteStructs.jl - Make non-concrete structs concrete without the boilerplate of adding type parameters.
  • SimulationLogs.jl - Signal logging and scoping for DifferentialEquations.jl simulations.
  • ConstructiveGeometry - Algorithms and syntax for building CSG objects within Julia.
  • Altro.jl - Implementation of the Augmented Lagrangian TRajectory Optimizer (ALTRO) solver.
  • StructuralIdentifiability.jl - Julia package for assessing structural parameter identifiability of parametric ODE models, both local and global.
  • SignalAnalysis.jl - Signal analysis toolbox for Julia.
  • Deductive.jl - Package for expressing and proving zeroth order and first order logical statements and theorems symbolically in Julia.
  • CanonicalTraits - Full-featured traits in Julia.
  • OrderedCollections.jl - Julia implementation of associative containers that preserve insertion order.
  • Clarabel.jl - Interior Point Conic Optimization for Julia.
  • MathOptSetDistances - Distances to sets for MathOptInterface.
  • RecipesPipeline - Utilities for processing recipes.
  • Banyan Julia - Suite of libraries for processing big data with familiar Julia APIs.
  • ExproniconLite - No fancy pattern matching, no dependencies, Light-weight Expronicon for low latency.
  • DocumenterTools - Extra tools for setting up Documenter.
  • Virtual - Virtual call in Julia, and calls are de-virtualized if possible.
  • Jl2Py - Transpile from Julia to Python.
  • ObjectOriented - Mechanical OOP programming library for Julia.
  • LikelihoodProfiler - Julia package for practical identifiability analysis and confidence intervals evaluation.
  • Figgy - Threadsafe, sensible configuration management package for Julia.
  • TranscodingStreams - Simple, consistent interfaces for any codec.
  • JLD2 - HDF5-compatible file format in pure Julia.
  • DemoCards - Dynamically generate a demo page and integrate with Documenter.jl.
  • ProtocolBuffers.jl - Julia package that provides a compiler and a codec for Protocol Buffers.
  • ProjectionPursuit - Dimension reduction using projection pursuit in Julia.
  • OpenTelemetry.jl - Unofficial implementation of OpenTelemetry in Julia.
  • CloudBase - Simple, yet comprehensive foundation for interacting with common cloud providers in Julia (GCP, Azure, AWS).
  • Legolas.jl - Tables.jl-friendly mechanisms for constructing, reading, writing, and validating Arrow tables against extensible, versioned, user-specified schemas.
  • Zarr - Julia package providing an implementation of chunked, compressed, N-dimensional arrays.
  • Folds - Sequential, threaded, and distributed fold interface for Julia.
  • ReadStat - Read files from Stata, SAS, and SPSS.
  • CompTime - Library for compile-time computing in Julia.
  • Scratch.jl - Scratch spaces for all your persistent mutable data needs.
  • ShapeCheck.jl - Nice syntax for runtime shape checking of function outputs given their inputs.
  • Jot.jl - Streamlines the creation and management of AWS Lambda functions written in Julia.
  • RegistryCI.jl - Continuous integration (CI) tools for Julia package registries, including registry consistency testing, automatic merging (automerge) of pull requests, and automatic TagBot triggers.
  • FilePathsBase.jl - Type based approach to working with filesystem paths in julia.
  • CachePath - Allow caching precompiled Julia code in a specified directory.
  • PlotIter - Make many plots from an iterable.