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