ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!

High level functions for analyzing the output of simulations

A Julia package to solve, simulate, and analyze nonlinear DSGE models.

Implementation of variational Bayes inference algorithms

A Julia interface to the Artelys Knitro solver

A julia package for representing and manipulating model semantics

A simple domain-specific language (DSL) for defining differential equations for use in scientific machine learning (SciML) and other applications

🧬High-performance genetics- and genomics-related data visualization using Makie.jl

Preheat your MCMC

WIP successor to Soss.jl

Julia package for formulating and analyzing stochastic recourse models.

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Provides a modeling interface for mixed complementarity problems (MCP) and math programs with equilibrium problems (MPEC) via JuMP

Modeling and Simulation of 3D systems

Survival analysis in Julia

A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations

Efficiently solving instances of a parameterized family of (possibly mixed-integer) linear/quadratic optimization problems in Julia

Julia toolkit for open quantum system simulation.

The amazing Reaction Mechanism Simulator for simulating large chemical kinetic mechanisms

Structured optimization in Julia

Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.

Build Petri net models compositionally

Implementation of the Deep Q-learning algorithm to solve MDPs

A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs without the curse of dimensionality

A simple tool for simulating trapped ion systems

Bayesian Generalized Linear models using `@formula` syntax.

Simulation and visualization of articulated rigid body systems in Julia

DIVAnd performs an n-dimensional variational analysis of arbitrarily located observations

A Julia/JuMP Package for Water Distribution Network Optimization

Generalized mean-field equations in open quantum systems

Sequential Monte Carlo algorithm for approximation of posterior distributions.

Julia framework for energy system models with a focus on multi-period capacity expansion

Multi-language library for the calculation of spherical harmonics in Cartesian coordinates

Econometrics in Julia

Julia interface for OSQP: The Operator Splitting QP Solver

Taylor-mode automatic differentiation for higher-order derivatives

Global glacier model using Universal Differential Equations for climate-glacier interactions

Turing + Makie = Turkie

A operator overloading, tape-based, reverse-mode AD

Julia implementation of MARGO, an idealized climate-economic modelling framework for Optimizing trade-offs between emissions Mitigation, Adaptation, carbon dioxide Removal, and solar Geoengineering.