ALIGNING TIME SERIES ON INCOMPARABLE SPACES

This repository consists of an implementation of the Gromov-DTW metric for time series living on incomparable spaces

Dependencies

Please download dependencies by running pip install -r requirements.txt

Demonstration

A demonstration of Gromov-DTW in a toy imitation learning task is provided in the notebook Imitatiion_learning_2d.ipynb

Paper

This repository implements the method of our paper 'Aligning time series across incomparable spaces', Samuel Cohen, Giulia Luise, Alexander Terenin, Brandon Amos, Marc Peter Deisenroth, recently submitted