Neural Implicit Manifold Learning for Topology-Aware Density Estimation

This is the codebase for the TMLR 2023 paper Neural Implicit Manifold Learning for Topology-Aware Density Estimation.

For code to run the experiments and generate figures up to and including Section 4.1, please see notebooks.
For the experiments in Section 4.2, see the configs folder. These experiments can be run with the following command:

python main.py configs/<experiment_name>.yaml