(Bayesian) Normalizing Flow Network
This repo implements:
Conditional Density Estimators:
- Normalizing Flow Network (NFN)
- Mixture Density Network (MDN)
- Kernel Mixture Network (KMN)
- Radial Flow
- Planar Flow
- Affine Flow
Tested with Python version 3.8.
pip install -r requirements.txt pip install -e . # Only necessary for running the evaluation scripts, not necessary for development pip install --no-dependencies cde
Tests are implemented using pytest
# run full test suit pytest tests/ # run tests without the slow integration tests pytest tests/ -m "not slow"