Causal.jl - A modeling and simulation framework adopting causal modeling approach.

State estimation, smoothing and parameter estimation using Kalman and particle filters.

Combinatorial optimization layers for machine learning pipelines

A package for time series data processing, classification, clustering, and prediction.

A standard library of components to model the world and beyond

Equation-based modeling and simulations in Julia

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

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.

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

Optimization package for the Security-Constrained Unit Commitment Problem

Package for dynamical modeling of power grids

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.

A framework for simulating viscous incompressible flows about arbitrary body shapes.

Julia for Whole-genome Analysis Software

A universal document authoring package for Julia.

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

Macros and functions to work with DSGE models.

Optimal transport algorithms for Julia

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

Hidden Markov Models 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

Bayesian optimization for Julia

A Julia package for estimating ARMA-GARCH models.

A fully `Distributions.jl`-compliant copula package