A standard library of components to model the world and beyond

Equation-based modeling and simulations in Julia

Koma is a Pulseq-compatible framework to efficiently simulate Magnetic Resonance Imaging (MRI) acquisitions. The main focus of this package is to simulate general scenarios that could arise in pulse sequence development.

A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.

Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.

Statistical bootstrapping library for Julia

Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html

Starter kit for legendary models

Exploratory analysis of Bayesian models with Julia

Explainable AI in Julia.

Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis

Package for dynamical modeling of power grids

Optimization package for the Security-Constrained Unit Commitment Problem

Transforms and pipelines with tabular data in Julia

Fast contact-implicit model predictive control for robotic systems that make and break contact with their environments.

MagNav: airborne Magnetic anomaly Navigation

3D computer vision library in Julia

MADS: Model Analysis & Decision Support

Yet Another XArray-like Julia package

High-performance reactive message-passing based Bayesian inference engine

Large scale Gaussian Mixture Models

Core functions for the Julia (2nd) edition of the text Fundamentals of Numerical Computation, by Driscoll and Braun.

Julia for Whole-genome Analysis Software

An API for dispatching on the "scientific" type of data instead of the machine type

A universal document authoring package for Julia.

Macros and functions to work with DSGE models.

A helper tool for visualizing and editing a ModelingToolkit.jl system connections

Hidden Markov Models for Julia.

Optimal transport algorithms for Julia

Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet

Beta Machine Learning Toolkit

A Julia package for manifold learning and nonlinear dimensionality reduction

A Julia package for numerical computation in quantum information theory

Bayesian optimization for Julia

A Julia package for estimating ARMA-GARCH models.

Robust implementation for random-walk Metropolis-Hastings algorithms

Parallel computing with a tree of files metaphor

A fully `Distributions.jl`-compliant copula package

Dive deeper into your data with interactive graphics

A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.