Julia package for simulating Dynamics on Networks

Algorithms and data structures for game theory in Julia

Differentiating convex optimization programs w.r.t. program parameters

Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

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

Arrays which also have a label for each element for easy scientific machine learning (SciML)

A flexible neural net training library inspired by fast.ai

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

Algebraic Multigrid in Julia

Perceptually Uniform Colour Maps for Julia

A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

Julia library for homological persistence

SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals

Large-scale, distributed, sparse linear algebra in Julia.

Climate science package for Julia

Causal.jl - A modeling and simulation framework adopting causal modeling approach.

Sum of Squares Programming for Julia

State estimation, smoothing and parameter estimation using Kalman and particle filters.

This is a Julia package of nonlinear solvers. These codes are used in my book, Solving Nonlinear Equations with Iterative Methods: Solvers and Examples in Julia.

PortAudio wrapper for the Julia programming language, compatible with the JuliaAudio family of packages

Fatou sets in Julia (Fractals, Newton basins, Mandelbrot)

Evaluating Robustness of Neural Networks with Mixed Integer Programming

A package for time series data processing, classification, clustering, and prediction.

Equation-based modeling and simulations in Julia

A standard library of components to model the world and beyond

Koma is a Pulseq-compatible framework to efficiently simulate Magnetic Resonance Imaging (MRI) acquisitions. The main focus of this package is to simulate general scenarios that could arise in pulse sequence development.

Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.

A Julia package for producing publication quality figures based on Makie.jl.

Koma is a Pulseq-compatible framework to efficiently simulate Magnetic Resonance Imaging (MRI) acquisitions. The main focus of this package is to simulate general scenarios that could arise in pulse sequence development.

A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.

Julia package for the construction of quantum lattice systems.

Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html

Fast and automatic structural identifiability software for ODE systems

Statistical bootstrapping library for Julia

Read and write feather files in pure Julia

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Word cloud generator in julia

Exploratory analysis of Bayesian models with Julia