Neural ODE

Implementation of Latent ODE, Augmented ODE and Neural ODE Topologies

Original implementation via PyTorch can be found here: https://github.com/rtqichen/torchdiffeq (1)

ANODEs implementation using PyTorch located here: https://github.com/EmilienDupont/augmented-neural-odes/ (2)

This repo contains modifications of reimplemented (1) for usage with TensorFlow: https://github.com/titu1994/tfdiffeq/

i.e.

-Refactoring of the existing code to make it PEP8-friendly

-Adding new layer types

-Reimplementing existing methods for usage with vanilla Keras, not tf.Keras

-Implementing (2) via tf/theano backend for Keras