Bayesian inference with probabilistic programming.

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

Symbolic programming for the next generation of numerical software

A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

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

⚡ Single-pass algorithms for statistics

Julia Animations and Visualizations

A documentation generator for Julia.

Parallel analytical database in pure Julia

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.

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.

Grid-based approximation of partial differential equations in Julia

The slow descent into madness

A framework for out-of-core and parallel execution

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

Simple drawings using vector graphics; Cairo "for tourists!"

A Julia package for disciplined convex programming

Symbolic expressions, rewriting and simplification

Meta-package for data analysis in Julia, modeled after the R tidyverse.

An extensible framework for geospatial data science and geostatistical modeling fully written in Julia

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

Julia library for stylized terminal output

Next-generation AD

Probabilistic programming via source rewriting

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

Computational geometry in Julia

Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.

A package that makes it trivial to create and evaluate machine learning pipeline architectures.

Julia implementation of Decision Tree (CART) and Random Forest algorithms

Visualization of Julia profiling data

Modeling and simulation of multidomain engineering systems

Convex optimization for fun and profit. (Now in Julia!)

Provide insights about latency (TTFX) for Julia packages

Data structures in Julia to enable power systems analysis. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.

XGBoost Julia Package

Julia for optimization simulation and modeling of PowerSystems. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.

Types and utility functions for summarizing Markov chain Monte Carlo simulations

[DEPRECATED] Bioinformatics and Computational Biology Infrastructure for Julia

High-performance metaheuristics for optimization coded purely in Julia.