Hydrological modeling

Line search methods for optimization and root-finding

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

Julia wrappers for the PETSc library

Fast derivative evaluation

Evaluating Robustness of Neural Networks with Mixed Integer Programming

Combinatorial optimization layers for machine learning pipelines

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

Clifford circuits, graph states, and other quantum Stabilizer formalism tools.

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.

Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes

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

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

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

Statistical bootstrapping library for Julia

Julia package for the construction of quantum lattice systems.

Fast and automatic structural identifiability software for ODE systems

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

Interactive visualization tools for Julia

Graph and Network algorithms in Julia

Fast low-rank matrix approximation in Julia

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Access MySQL from Julia

Utilities and abstractions for Machine Learning tasks

Word cloud generator in julia

Explainable AI in Julia.

Assorted basic Ordinary Differential Equation solvers for scientific machine learning (SciML). Deprecated: Use DifferentialEquations.jl instead.

An ODBC interface for the Julia programming language

Exploratory analysis of Bayesian models with Julia

Starter kit for legendary models

MATLAB-based solver package of Maxwell's equations by the FDFD method

Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis

Probabilistic Circuits from the Juice library

Uniform Interface for positive definite matrices of various structures

Package for dynamical modeling of power grids