A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

Divide and Conquer Linear Algebra

Climate science package for Julia

A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with polynomial chaos expansions.

SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals

Sum of Squares Programming for Julia

Hydrological modeling

Roll a window over data; apply a function over the window.

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

Line search methods for optimization and root-finding

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

A standard library of components to model the world and beyond

Equation-based modeling and simulations in Julia

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.

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

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

Starter kit for legendary models

Explainable AI in Julia.

Exploratory analysis of Bayesian models with Julia

Package for dynamical modeling of power grids

Optimization package for the Security-Constrained Unit Commitment Problem

A Julia interface to the HiGHS solver

Parallel distributed-memory version of Gridap

Bilevel optimization in JuMP

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

A Julia interface to the GNU Linear Programming Kit

MADS: Model Analysis & Decision Support

MagNav: airborne Magnetic anomaly Navigation

3D computer vision library in Julia

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

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

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

Julia for Whole-genome Analysis Software