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The Top 23 Julia Differential Equations Sde Open Source Projects

Open source projects categorized as Julia Differential Equations Sde
Categories > Differential Equations
Categories > Sde
Differentialequations.jl ⭐ 2,689
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.
most recent commit 3 months ago
Modelingtoolkit.jl ⭐ 1,292
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
most recent commit 3 months ago
Scimltutorials.jl ⭐ 698
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
most recent commit 8 months ago
Diffeqpy ⭐ 456
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
dependent packages 2total releases 12most recent commit 4 months agopypi diffeqpy} Downloads
Catalyst.jl ⭐ 402
Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.
most recent commit 3 months ago
Scimlsensitivity.jl ⭐ 291
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.
most recent commit 3 months ago
Diffeqbase.jl ⭐ 282
The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
most recent commit 3 months ago
Scimlbenchmarks.jl ⭐ 279
Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R
most recent commit 3 months ago
Diffeqoperators.jl ⭐ 279
Linear operators for discretizations of differential equations and scientific machine learning (SciML)
most recent commit 10 months ago
Diffeqgpu.jl ⭐ 261
GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem
most recent commit 3 months ago
Diffeqdocs.jl ⭐ 251
Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem
most recent commit 3 months ago
Stochasticdiffeq.jl ⭐ 229
Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem
most recent commit 3 months ago
Jumpprocesses.jl ⭐ 127
Build and simulate jump equations like Gillespie simulations and jump diffusions with constant and state-dependent rates and mix with differential equations and scientific machine learning (SciML)
most recent commit 3 months ago
Diffeqr ⭐ 127
Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem
total releases 9most recent commit 6 months ago
Diffeqbayes.jl ⭐ 119
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
most recent commit 3 months ago
Scimlbase.jl ⭐ 111
The Base interface of the SciML ecosystem
most recent commit 3 months ago
Modelingtoolkitstandardlibrary.jl ⭐ 89
A standard library of components to model the world and beyond
most recent commit 3 months ago
Diffeqcallbacks.jl ⭐ 77
A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers
most recent commit 3 months ago
Multiscalearrays.jl ⭐ 69
A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations
most recent commit 3 months ago
Diffeqnoiseprocess.jl ⭐ 61
A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)
most recent commit 3 months ago
Diffeqparamestim.jl ⭐ 60
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
most recent commit 3 months ago
Diffeqproblemlibrary.jl ⭐ 51
A library of premade problems for examples and testing differential equation solvers and other SciML scientific machine learning tools
most recent commit 4 months ago
Sciml.ai ⭐ 48
The SciML Scientific Machine Learning Software Organization Website
most recent commit 3 months ago
The 2 Latest Releases In Julia Differential Equations Sde Open Source Projects
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