neural-ode topic

List neural-ode repositories

DiffEqDocs.jl

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

DiffEqGPU.jl

271
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GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

DiffEqBayes.jl

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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

ODE.jl

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Assorted basic Ordinary Differential Equation solvers for scientific machine learning (SciML). Deprecated: Use DifferentialEquations.jl instead.

tfdiffeq

215
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Tensorflow implementation of Ordinary Differential Equation Solvers with full GPU support

torchdyn

1.3k
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A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

bayeSDE

159
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27
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Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"

neural-ode

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Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

universal_differential_equations

214
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Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML

gde

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Neural Graph Differential Equations (Neural GDEs)