Symbolic-Numeric Universal Differential Equations for Automating Scientific Machine Learning (SciML)

Functions plot PowerModels networks

Julia Package for computing [controlled] invariant sets of Hybrid Systems using Sum Of Squares Programming

A julia package to either fit the parameters of a specified equivalent electrical circuit to electrochemical impedance data, or to suggest a plausible circuit configuration for a given set of measurements (either through a comparison of circuits from the literature, or through an evolutionary algorithm approach).

Iterative hard thresholding for l0 penalized regression

A Modern Binary Ephemeris Reader for Julia, in Julia.

An open-source toolkit for entropic data analysis

Enclosures of real-valued functions in Julia

An energy system optimization model that is flexible, computationally efficient, and academically robust.

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A PowerModels.jl Extension Package for Exploratory Work

Data and functions to support Julia projects based on the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill and Aki Vehtari.

Package for Bayesian and classical estimation and inference based on statistics that are filtered through a trained neural net

Simple differential equation solvers in native Julia for scientific machine learning (SciML)

A package for computing integrals over domains like they are defined in DomainSets.jl.

Computing mixed-strategy Nash Equilibria for games involving multiple players

Abstraction layer for spanning factor graphs over various technologies

Tools for simulating organism dispersal

DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.

Building blocks for simple and advanced particle filtering in Gen.

One stop solutions for all things optimization

A Julia package for operations research subjects

Flux reconstruction method for advection-diffusion type physics

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Mixed-Integer Convex Programming: Branch-and-bound with Frank-Wolfe-based convex relaxations

Generate and perturb protein structural ensembles using the ExProSE algorithm

Solvers for problems involving unsteady fluid flow

Large scale convex optimization solvers in julia

Conditional probability distributions powered by DistributionsAD.jl

Package for computing pressure profiles for gas lift optimization of oil & gas wells.

QuantumWalk.jl: Package for building algorithms based on quantum walks

A Julia package for random variables, some transformations and probabilities

Useful Layers for Knet

The Julia implementation of the generalised hierarchical Gaussian filter

SeaPearl's pool of examples

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Provides a Simple Way to Calculate ANOVAs From Fitted Linear Models.

Wrappers for the SciPy differential equation solvers for the SciML Scientific Machine Learning organization

Electrochemical reaction rate modeling and nonequilibrium phase maps (via AD)

A PowerModels Extension for Optimization of Power Network Restoration