nstrodt/biasingComparison

Compares KMM, ulisf and kliep biasing techniques

BiasingTechniqueComparison

Compares KMM, ulisf and kliep biasing techniques

Team members

Ashwin Kumar Muruganandam

Ramya Sudarsan

Implementations of Kmm, Kliep and uLsif are included.

package - kmm

kmm.py - implementation of kmm

package - kliep

kliep.py - implementation of kliep

package - main

compAll3BiasingTechniques.py - compares the performance of all 3 biasing techniques

package - ulsif

ulsif.py - implementation for ulsif

core.py - helper for ulsif

density_ratio.py - helper for ulsif

helpers.py - helper for ulsif

To see the comparison of all the 3 biasing techniques:

Run compAll3BiasingTechniques.py