Factors module

Abstract Types

The FactorType and Factor classes are abstract and both of them need to be implemented to create a new factor type. Each Factor is always associated with a specific FactorType.

Continuous Factors

The continuous factors are implemented in the submodule pybnesian.factors.continuous.

Linear Gaussian CPD

Conditional Kernel Density Estimation (CKDE)

Discrete Factors

The discrete factors are implemented in the submodule pybnesian.factors.discrete.

Other Types

This types are not factors, but are auxiliary types for other factors.

Bibliography

Scott

Scott, D. W. (2015). Multivariate Density Estimation: Theory, Practice and Visualization. 2nd Edition. Wiley