Bayesian inference with probabilistic programming.

Crafty statistical graphics for Julia.

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

Award winning software library for nonlinear dynamics and nonlinear timeseries analysis

Julia Animations and Visualizations

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.

A framework for applied category theory in the Julia language

Repository of best practices for deep learning in Julia, inspired by fastai

Simple drawings using vector graphics; Cairo "for tourists!"

Julia implementation of the scikit-learn API https://cstjean.github.io/ScikitLearn.jl/dev/

Julia package for function approximation

An extensible framework for geospatial data science and geostatistical modeling fully written in Julia

Julia implementation of QuantEcon routines

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

Density-functional toolkit

Combine ingredients for a plot

Probabilistic programming via source rewriting

Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.

Filter design, periodograms, window functions, and other digital signal processing functionality

A package that makes it trivial to create and evaluate machine learning pipeline architectures.

A differentiable physics engine for robotics

COSMO: Accelerated ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Automatic chordal decomposition of sparse semidefinite programs.

Types and utility functions for summarizing Markov chain Monte Carlo simulations

[DEPRECATED] Bioinformatics and Computational Biology Infrastructure for Julia

:rocket: Julia package for orthogonal polynomial transforms :snowboarder:

Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia

Declarative vector graphics

WebGL-based 3D visualizer in Julia

Grid-based simulations in Julia

Bayesian Networks for Julia

A Julia wrapper for libpq

Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.

Julia wrapper for the ArrayFire library

Graph visualization for Julia.

Performant arrays where each dimension can have a named axis with values

Graph-based molecule modeling toolkit for cheminformatics

Solution of nonlinear multiphysics partial differential equation systems using the Voronoi finite volume method

Tools for the exploration of chaos and nonlinear dynamics