Deep Neural Dynamic Bayesian Networks
Python code of the paper Deep Neural Dynamic Bayesian Networks applied to EEG sleep spindles modeling by Carlos
Loza and Laura Colgin.
Main class mimics a tensorflow probability distribution with sampling and scoring (i.e. log-probabilities) functionalities.
Requirements
- Python 3.8 or later
- tensorflow
- tensorflow probability
- sklearn
- numpy
- pandas
- scipy