This repo includes two experiments on toy dataset described in https://arxiv.org/abs/1907.03907 :
- For ODE-RNN in interpolation task, see ./ODE_RNN
- For Latent ODE in extrapolation task, see ./Latent_ODE
To test the code:
- Install prerequisite ODE Solver at https://github.com/rtqichen/torchdiffeq
- Run
$ python3 toy.py - Check the generated figures in ./fig and ./test_fig