Skip to content

Latest commit

 

History

History
79 lines (63 loc) · 2.18 KB

factors.rst

File metadata and controls

79 lines (63 loc) · 2.18 KB
Raw

Factors module

pybnesian.factors

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.

pybnesian.factors.FactorType

pybnesian.factors.Factor

Continuous Factors

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

Linear Gaussian CPD

pybnesian.factors.continuous.LinearGaussianCPDType

pybnesian.factors.continuous.LinearGaussianCPD

Conditional Kernel Density Estimation (CKDE)

pybnesian.factors.continuous.CKDEType

pybnesian.factors.continuous.CKDE

Discrete Factors

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

pybnesian.factors.discrete.DiscreteFactorType

pybnesian.factors.discrete.DiscreteFactor

Other Types

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

pybnesian.factors.UnknownFactorType

pybnesian.factors.continuous.KDE

pybnesian.factors.Assignment

Bibliography

Scott

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