Continuous Normalizing Flows

This repository provides a minimal implementation of Neural Ordinary Differential Equations and Continuous Normalizing Flows, as described in [fn:chen2018], for PyTorch using ODE solvers from SciPy.

Installation

pip install --user .

Optionally, run the tests to make sure that the installation is working:

pip install --user .[test]
pytest -v

References

[fn:chen2018] Chen, Tian Qi, et al. “Neural ordinary differential equations.” Advances in neural information processing systems. 2018.