Bayesian inference with probabilistic programming.

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

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

Award winning software library for nonlinear dynamics and nonlinear timeseries analysis

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

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.

Repository of best practices for deep learning in Julia, inspired by fastai

Julia package for function approximation

Julia implementation of QuantEcon routines

:rocket: Julia package for orthogonal polynomial transforms :snowboarder:

Julia wrapper for the ArrayFire library

Tools for the exploration of chaos and nonlinear dynamics

A Julia package for fast discrete wavelet transforms and utilities

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

A Julia framework for invertible neural networks

Algorithms for quantifying associations, independence testing and causal inference from data.

Algorithms for quantifying associations, independence testing and causal inference from data.

Lasso/Elastic Net linear and generalized linear models

System Identification toolbox, compatible with ControlSystems.jl

Algorithms and data structures for game theory in Julia

Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

A flexible neural net training library inspired by fast.ai

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

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

MIRT: Michigan Image Reconstruction Toolbox (Julia version)

MagNav: airborne Magnetic anomaly Navigation

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

Julia Devito inversion.

Music Processing Library in Julia

Projective geometry for computer vision in Julia

Solve Fractional Differential Equations using high performance numerical methods

High level functions for analyzing the output of simulations

Core types for regularly-sampled multichannel signals like Audio, RADAR and Software-Defined Radio

Preheat your MCMC

A Julia package for representing infinite-dimensional arrays

Structured optimization in Julia

Bayesian Generalized Linear models using `@formula` syntax.

Turing + Makie = Turkie

Fast matrix multiplication and division for Toeplitz matrices in Julia