Line search methods for optimization and root-finding

Fast derivative evaluation

PortAudio wrapper for the Julia programming language, compatible with the JuliaAudio family of packages

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

Evaluating Robustness of Neural Networks with Mixed Integer Programming

Combinatorial optimization layers for machine learning pipelines

Equation-based modeling and simulations in Julia

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

A standard library of components to model the world and beyond

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

Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes

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

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Access MySQL from Julia

An ODBC interface for the Julia programming language

Explainable AI in Julia.

Exploratory analysis of Bayesian models with Julia

Starter kit for legendary models

Assorted basic Ordinary Differential Equation solvers for scientific machine learning (SciML). Deprecated: Use DifferentialEquations.jl instead.

Probabilistic Circuits from the Juice library

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

A Julia interface to the HiGHS solver

Sparse, General Linear Algebra for Graphs!

Bilevel optimization in JuMP

Parallel distributed-memory version of Gridap

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.

MIRT: Michigan Image Reconstruction Toolbox (Julia version)

3D computer vision library in Julia

MADS: Model Analysis & Decision Support

A Julia interface to the GNU Linear Programming Kit

MagNav: airborne Magnetic anomaly Navigation

Yet Another XArray-like Julia package

High-performance reactive message-passing based Bayesian inference engine

Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds