#sciml (26 Repositories)
Ranked open-source repositories tagged with #sciml, scored by pull request acceptance likelihood and maintainer engagement velocity.
67.2%
20.1h
26 repositories tagged #sciml
SciML/ReservoirComputing.jl
Reservoir computing utilities for scientific machine learning (SciML)
SciML/ExponentialUtilities.jl
Fast and differentiable implementations of matrix exponentials, Krylov exponential matrix-vector multiplications ("expmv"), KIOPS, ExpoKit functions, and more. All your exponential needs in SciML form.
SciML/LinearSolve.jl
LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.
SciML/Optimization.jl
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
SciML/SciMLBase.jl
The Base interface of the SciML ecosystem
SciML/MethodOfLines.jl
Automatic Finite Difference PDE solving with Julia SciML
SciML/QuasiMonteCarlo.jl
Lightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on one API for easy parameter exploration in scientific machine learning (SciML)
SciML/DataDrivenDiffEq.jl
Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization
JuliaArrays/ArrayInterface.jl
Designs for new Base array interface primitives, used widely through scientific machine learning (SciML) and other organizations
SciML/Integrals.jl
A common interface for quadrature and numerical integration for the SciML scientific machine learning organization
SciML/Surrogates.jl
Surrogate modeling and optimization for scientific machine learning (SciML)
SciML/DiffEqDocs.jl
Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem
SciML/DiffEqProblemLibrary.jl
A library of premade problems for examples and testing differential equation solvers and other SciML scientific machine learning tools
SciML/ModelingToolkitStandardLibrary.jl
A standard library of components to model the world and beyond
SciML/DiffEqCallbacks.jl
A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers
astroautomata/SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
SciML/NBodySimulator.jl
A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics
SciML/FEniCS.jl
A scientific machine learning (SciML) wrapper for the FEniCS Finite Element library in the Julia programming language
SciML/RecursiveArrayTools.jl
Tools for easily handling objects like arrays of arrays and deeper nestings in scientific machine learning (SciML) and other applications
SciML/SciMLStyle
A style guide for stylish Julia developers
SciML/LabelledArrays.jl
Arrays which also have a label for each element for easy scientific machine learning (SciML)
mitmath/18S096SciML
18.S096 - Applications of Scientific Machine Learning
ChrisRackauckas/universal_differential_equations
Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML
DENG-MIT/CRNN
Chemical Reaction Neural Network
vavrines/Kinetic.jl
Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.
SciML/ODE.jl
Assorted basic Ordinary Differential Equation solvers for scientific machine learning (SciML). Deprecated: Use DifferentialEquations.jl instead.