Julia implementations of global sensitivity analysis methods.

Solving difference equations with DifferenceEquations.jl and the SciML ecosystem.

Initial look at directed acyclic graph (DAG) based causal models in regression.

Spectra.jl aims at helping treatment of spectral (Raman, Infrared, XAS, NMR) data under the Julia language

BayesianNonparametrics in julia

Score-driven models, aka generalized autoregressive score models, in Julia

Huge-scale, high-performance flow cytometry clustering in Julia

Problem models for testing POMDPs.jl

Information between bits and bytes.

Find attractors (and their basins) of dynamical systems. Perform global continuation. Study global stability (a.k.a. non-local, or resilience). Also tipping points functionality.

Julia Toolkit with fairness metrics and bias mitigation algorithms

Autoregressive networks for protein

A time domain electrical energy grid modeling and simulation tool with a focus on the control of power electronics converters

Julia package to perform quantum state and process tomography

Generative Models with trainable conditional distributions in Julia!

Fast approximate high-dimensional hierarchical Bayesian inference

Bayesian Linear Regression in Julia

Quantum dynamics simulation environment

Digital quantum circuit simulator written in Julia

DPFEHM: A Differentiable Subsurface Flow Simulator

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.

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

Provides PETSc solvers to the Gridap project

A JuMP extension for probabilistic (chance) constraints

A turbulence-convection single column model cloud parameterization.

Simulation of simple controls problems in Julia

Receiver Operating Characteristics and functions for evaluation probabilistic binary classifiers

Interpretable Machine Learning via Rule Extraction

A survival analysis interface for Julia

A differentiable simulator for robotic systems.

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

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

Implementations of parallel tempering algorithms to augment samplers with tempering capabilities

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

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

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

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

Uncertainty Quantification in Julia

A Julia package for constrained trajectory optimization using direct methods.