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

Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.

Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.

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

Causal, Higher-Order, Probabilistic Programming

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It slices, it dices, it splices!

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

Macros and functions to work with DSGE models.

A Julia package for numerical computation in quantum information theory

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

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

Robot Motion Estimate: Tools, Variables, and Factors for SLAM in robotics; also see Caesar.jl.

Plotting and interface tools for biology.

Frequency domain, multi-tone harmonic balance, simulation of scattering parameters and noise in nonlinear circuits containing Josephson junctions.

Examples for Bayesian inference using DynamicHMC.jl and related packages.

Comparing performance and results of mcmc options using Julia

A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.

3D multi-source electromagnetic simulations in frequency domain, implementing the augmented partial factorization (APF) and other methods.

Abstraction layer for spanning factor graphs over various technologies

Data and functions to support Julia projects based on the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill and Aki Vehtari.

An multi-platform spiking neural network simulator

An implementation of PSIS algorithms in Julia.

WIP: Wrapper package for the sample method in Stan's cmdstan executable.

DynamicHMC versions of StatisticalRethinking models

Tools for general Tight Binding systems

Approximate the product between infinite functional objects on a manifold -- i.e. belief products

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Collection 3D visualization tools associated with the Caesar.jl and RoME.jl robot navigation packages

A package for performing CCD data reduction.

Stan versions of StatisticalRethinking models.

Definitions of the Julia types for simulating an ISO's market clearing.

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Consistent operations over a collection of KeyedArrays

Distributions and Sampleables with keys for the variates

Package for solving generalized BdG mean field theory of interacting systems.

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Matrix Product Belief Propagation

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