We provide implementation details and codes for the implementation of https://openreview.net/forum?id=loIfC8WHevK¬eId=0hzg7Bsw1Nr Specifically, we provide code for the image classification task and continuous normalizing flow. The continuous normalizing flow code is adapted based on the repository https://github.com/rtqichen/ffjord The time series analysis implementation is based on the repository https://github.com/YuliaRubanova/latent_ode