Interpretable Machine Learning via Rule Extraction

Bayesian Linear Regression in Julia

A turbulence-convection single column model cloud parameterization.

A JuMP extension for probabilistic (chance) constraints

Auto differentiation over linear algebras (a Zygote extension)

Composable contracts, models, and functions that allow for modeling of both simple and complex financial instruments

Trajectory simulations for point particles in Ocean, Atmosphere, etc flow fields

DPFEHM: A Differentiable Subsurface Flow Simulator

A full stack simulator of quantum hardware, from the low-level analog physics to high-level network dynamics. Includes discrete event simulator, symbolic representation for quantum object, and works with many backend simulators.

Implementations of parallel tempering algorithms to augment samplers with tempering capabilities

TrixiParticles.jl: Particle-based multiphysics simulations in Julia

Octofitter is a Julia package for performing Bayesian inference against direct images of exoplanets, relative astrometry, and astrometric acceleration of the host star.

Tools for the design and characterisation of thin-films written in Julia.

Julia interface to LaMEM (Lithosphere and Mantle Evolution Model)

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Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation

A differentiable simulator for robotic systems.

Interactive Fixed Effect Models — Bai (2009)

Effortlessly uncover and label thematic insights in large document collections using the power of Large Language Models and Julia Language

Computer algebra tools for symbolic manipulations in quantum mechanics and quantum information

Concise and friendly interfaces for defining MDP and POMDP models for use with POMDPs.jl solvers

A scaffolding for building inviscid flow models

A Julia package for constrained trajectory optimization using direct methods.

Plot your Ferrite.jl data

Julia interface to hypre linear solvers (https://github.com/hypre-space/hypre)

A unified interface for simulations of the Bio-Energetic model on food webs

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Hybrid Systems definitions in Julia

Uncertainty Quantification in Julia

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Simplicial sets and other combinatorial models of geometric spaces

A library of systems of partial differential equations, as defined with ModelingToolkit.jl in Julia

Initializes and sets up reference elements and physical meshes for DG.

Differential equations on manifolds

A Julia toolbox with resampling methods to correct for class imbalance.

A unified interface for simulating and evaluating sequential sampling models in Julia.

ParameterEstimation.jl is a Julia package for estimating parameters and initial conditions of ODE models given measurement data.

Package providing K-nearest neighbor regressors and classifiers, for use with the MLJ machine learning framework.

Package for automotive simulation in julia

Quantum Optimal Control with Direct Collocation