/ChaoticNDETools.jl

A collection of tools, helper functions and layers to assist working with chaotic Neural Differential Equation in Julia

Primary LanguageJuliaMIT LicenseMIT

ChaoticNDETools

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This package contains a collection of tools, functions and models that I developed in my work with Neural Differential Equations. The documentation lists all avaiable tools. The core functionality is providing a model ChaoticNDE that will assist setting up Neural Differential Equations with the new explicit parameter system of Flux. This is meant to be used in conjuction with another helper package NODEData.jl that provides a dataloader for sequence data.

The repository also contains example scripts that train Neural (Partial) Differential Equations for various example dynamical systems in the scripts folder.