Interpretable Machine Learning via Rule Extraction

DPFEHM: A Differentiable Subsurface Flow Simulator

A JuMP extension for probabilistic (chance) constraints

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

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.

Quantum dynamics simulation environment

A turbulence-convection single column model cloud parameterization.

Simulation of simple controls problems in Julia

A survival analysis interface for Julia

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

Implementations of parallel tempering algorithms to augment samplers with tempering capabilities

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

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

A differentiable simulator for robotic systems.

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

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

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A Julia package for constrained trajectory optimization using direct methods.

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

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

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

Uncertainty Quantification in Julia

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

A component library based on ModelingToolkit

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

The julia package for nonparametric density estimate and regression

Package for automotive simulation in julia

Quantum Optimal Control with Direct Collocation

Design of Experiments in Julia

Julia Catalyst.jl importers for various reaction network file formats like BioNetGen and stoichiometry matrices

Kohonen's self-organising maps for Julia

Boson sampling tools for Julia

Injecting statistical functions into any SQLite database in Julia

Delay coordinates embeddings and optimizing them

Familiar vectorized routines from R/Python/MATLAB, plus some more.

Base package for the GeoStats.jl framework

Stochastic delay differential equations (SDDE) solvers for the SciML scientific machine learning ecosystem

Causal Inference with Invariant Prediction

Express: a high-level, extensible workflow framework for accelerating ab initio calculations for the materials science community