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SciML / DifferentialEquations.jl

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Star 3k

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

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

Updated Oct 10, 2025
Julia

SciML / ModelingToolkit.jl

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Star 1.6k

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

computer-algebra optimization julia ode symbolic dde differential-equations ordinary-differential-equations sde pde dae stochastic-differential-equations delay-differential-equations symbolic-computation nonlinear-programming equation-based scientific-machine-learning sciml symbolic-numerics acausal

Updated Oct 15, 2025
Julia

SciML / SciMLTutorials.jl

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Star 736

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

python r julia ode dde partial-differential-equations differential-equations ordinary-differential-equations differentialequations sde pde dae stochastic-differential-equations hacktoberfest neural-ode scientific-machine-learning neural-differential-equations sciml

Updated Aug 12, 2025
CSS

marcosValle / awesome-windows-red-team

Star 594

A curated list of awesome Windows frameworks, libraries, software and resources for Red Teams

windows awesome powershell phishing awesome-list dde kerberos pentest evasion windows-exploitation privilege-escalation red-teams

Updated Feb 20, 2020

SciML / diffeqpy

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Star 581

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

ode dde differential-equations ordinary-differential-equations numba differentialequations sde dae stochastic-differential-equations delay-differential-equations differential-algebraic-equations sdes scientific-machine-learning sciml

Updated Sep 8, 2025
Python

dde-file-manager

linuxdeepin / dde-file-manager

Star 397

File manager for deepin desktop environment.

qt5 dde deepin

Updated Oct 16, 2025
C++

SciML / SciMLSensitivity.jl

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Star 363

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

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

Updated Oct 14, 2025
Julia

SciML / DiffEqBase.jl

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Star 347

The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems

ode dde partial-differential-equations differential-equations ordinary-differential-equations differentialequations sde pde dae stochastic-differential-equations delay-differential-equations hacktoberfest differential-algebraic-equations neural-ode scientific-machine-learning neural-differential-equations sciml

Updated Sep 17, 2025
Julia

jeog / TOSDataBridge

Star 330

A collection of resources for pulling real-time streaming data off of TDAmeritrade's ThinkOrSwim(TOS) platform; providing C, C++, Java and Python interfaces.

python c java windows api c-plus-plus finance real-time tcp dll ipc concurrency virtualization jna python-wrapper thinkorswim tos market-data dde java-wrapper

Updated Sep 6, 2020
C++

SciML / DiffEqDocs.jl

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Star 315

Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

ode dde differential-equations sde dae hacktoberfest neural-ode scientific-machine-learning sciml physics-informed-learning

Updated Oct 14, 2025
Julia

SciML / DiffEqGPU.jl

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Star 308

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

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

Updated Oct 14, 2025
Julia

SciML / SciMLBase.jl

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Star 167

The Base interface of the SciML ecosystem

julia ode dde ordinary-differential-equations differentialequations sde dae scientific-machine-learning sciml

Updated Oct 15, 2025
Julia

SciML / diffeqr

Sponsor

Star 145

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

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

Updated Sep 5, 2025
R

SciML / DiffEqBayes.jl

Sponsor

Star 125

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