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

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

Library for the numerical simulation of closed as well as open quantum systems.

Statistical plotting recipes for Plots.jl

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

A Julia package to perform Bifurcation Analysis

The JuliaFEM software library is a framework that allows for the distributed processing of large Finite Element Models across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage.

Algorithms inspired by graph Laplacians: linear equation solvers, sparsification, clustering, optimization, etc.

LowRankModels.jl is a julia package for modeling and fitting generalized low rank models.

Robust robotic localization and mapping, together with NavAbility(TM). Reach out to info@wherewhen.ai for help.

Implementations of the models from the Statistical Rethinking book with Turing.jl

A native Julia code for lattice QCD with dynamical fermions in 4 dimension.

Convenience meta-package to load essential packages for statistics

Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.

Uniform Manifold Approximation and Projection (UMAP) implementation in Julia

A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

Julia library for homological persistence

Combinatorial optimization layers for machine learning pipelines

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

Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis

Yet Another XArray-like Julia package

Large scale Gaussian Mixture Models

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

Semidefinite programming optimization solver

A Julia package for manifold learning and nonlinear dimensionality reduction

Julia implementation for various Frank-Wolfe and Conditional Gradient variants

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

Stochastic Optimization, Learning, Uncertainty and Sampling

OrbitalTrajectories.jl is a modern orbital trajectory design, optimisation, and analysis library for Julia, providing methods and tools for designing spacecraft orbits and transfers via high-performance simulations of astrodynamical models.

Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.

Simulated Method of Moments for Julia

A simple tool for simulating trapped ion systems

Simulation of quantum systems on a lattice

A package for Gaussian random field generation in Julia

Spectral clustering algorithms written in Julia

Snowflurry is an open source Julia-based software library for implementing quantum circuits, and then running them on quantum computers and quantum simulators. The project is sponsored by Anyon Systems, Inc. See https://snowflurrySDK.github.io/Snowflurry.jl/dev for the latest documentation.

For analysis of microbiome and microbial community data

Population Genetics in Julia

Create ensembles of machine learning models from scikit-learn, caret, and julia

A library for graph analysis written Julia.