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Continuous Neural Ordinary Differential Equations

Main requirements

The code base in in Python. The following packages are required:

  • torch
  • torchvision
  • torchdiffeq
  • tqdm
  • imageio
  • einops These packages can be installed with the following command:
pip install torch torchvision torchdiffeq tqdm imageio einops

Additionally, if you want to run the visualization code, the numpy, pandas, matplotlib are also required. These are well-supported package, so if there's any problem with the installation process, please refer to the official installation guide.

Details for each experiments can be found in

MNIST

mnist/README.md

CIFAR

cifar/README.md

Point Cloud

point-cloud/README.md

Walker 2D

walker2d/README.md

Human Activity

human_activity/README.md

Silverbox Initialization

README-sb.md