Software

Flooding

Do We Need Zero Training Loss After Achieving Zero Training Error?
[code (Python)]

pywsl: python codes for weakly-supervised learning

A package contains several implementations of weakly-supervised learning methods
[code]

PNU-AUC Optimization

Semi-supervised AUC optimization based on positive-unlabeled learning
[code (MATLAB)]

PNU Classification

Semi-Supervised Classification based on Classification from Positive and Unlabeled Data
[code (MATLAB)] [code (Python)]

R-LSLDGC

Least-Squares Log-Density Clustering for Riemannian manifolds
[code (MATLAB)]

mLSMI

Least-Squares Mutual Information with Multiplicative Kernel Models
[code (MATLAB)]