An Introduction to Neural Ordinary Differential Equations [pdf]

[marmaduke]

looks like a nice overview. i’ve implemented neural ODEs in Jax for low dimensional problems and it works well, but I keep looking for a good, fast, CPU-first implementation that is good for models that fit in cache and don’t require a GPU or big Torch/TF machinery.

[sitkack]

Did you use https://github.com/patrick-kidger/diffrax ?

JAX Talk: Diffrax https://www.youtube.com/watch?v=Jy5Jw8hNiAQ

[barrenko]

How would you describe what a neural ODE is in the simplest possible terms? Let's say I know what an NN and a DE are :).