This is an attempt at building an ODE neural net, mostly for the purpose of understanding what they are.
Some much more comprehensive information about neural ODEs and Julia can be obtained in the following resources:
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Neural Ordinary Differential Equations. R. Chen, Y. Rubanova, J. Bettencourt, D. Duvenaud.
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DiffEqFlux.jl โ A Julia Library for Neural Differential Equations. C. Rackauckas, M. Innes, Y. Ma, J. Bettencourt, L. White, V. Dixit