Top 10 dde open source projects

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components

✭ 2,023

julia ode dde partial-differential-equations dynamical-systems differential-equations differentialequations sde pde dae spde stochastic-differential-equations delay-differential-equations stochastic-processes differential-algebraic-equations scientific-machine-learning neural-differential-equations sciml

sciml.ai

The SciML Scientific Machine Learning Software Organization Website

✭ 38

CSS julia HTML machine-learning ode dde differential-equations sde dae franklin neural-ode scientific-machine-learning sciml physics-informed-learning

DiffEqParamEstim.jl

Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions

✭ 36

julia estimation ode dde differential-equations parameter-estimation ordinary-differential-equations differentialequations sde dae stochastic-differential-equations differential-algebraic-equations neural-ode scientific-ai scientfic-ml

SciMLBenchmarks.jl

Benchmarks for scientific machine learning (SciML) software and differential equation solvers

✭ 195

julia shell benchmark ode dde partial-differential-equations differential-equations differentialequations sde pde dae neural-ode scientific-machine-learning stiff-odes stiff-sdes nerual-differential-equations sciml

DiffEqGPU.jl

GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

✭ 131

julia gpu ode dde differential-equations differentialequations sde dae neural-ode scientific-machine-learning neural-differential-equations gpu-parallelism sciml

DiffEqSensitivity.jl

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, and more for ODEs, SDEs, DDEs, DAEs, etc.

✭ 186

julia ode dde differentialequations sde dae sensitivity-analysis hacktoberfest adjoint backpropogation neural-ode scientific-machine-learning neural-sde sciml

DiffEqDevTools.jl

Benchmarking, testing, and development tools for differential equations and scientific machine learning (SciML)

✭ 37

julia ode developer-tools dde differential-equations sde dae scientific-machine-learning sciml

DiffEqCallbacks.jl

A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers

✭ 43

julia callback ode dde differential-equations sde dae neural-ode scientific-machine-learning sciml

diffeqr

Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem

✭ 118

r ode dde differential-equations ordinary-differential-equations sde dae stochastic-differential-equations delay-differential-equations differential-algebraic-equations scientific-machine-learning sciml

MultiScaleArrays.jl

A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations

✭ 63

julia models automatic-differentiation ode dde differential-equations differentialequations sde dae multiscale neural-ode scientific-machine-learning neural-differential-equations scientific-ml scientific-ai hybrid-differential-equations sciml

1-10 of 10 dde projects