ordinary-differential-equations
Tracked open-source repos tagged ordinary-differential-equations, sorted by stars.
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Repos created in the last 90 days, tagged ordinary-differential-equations.
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- #1
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
★ 1,664+1Star change over the last 7 days - #2
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
★ 1,543-1Star change over the last 7 days - #3
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
★ 1,221+1Star change over the last 7 days - #4★ 1,203+4Star change over the last 7 days
- #5
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
★ 925+1Star change over the last 7 days - #6★ 726+1Star change over the last 7 days
- #7
High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)
★ 678+3Star change over the last 7 days - #8
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
★ 608+0Star change over the last 7 days
