/gbssl

Graph-Based Semi-Supervised Learning Algorithms

Primary LanguagePythonMIT LicenseMIT

Graph-Based Semi-Supervised Learning Implementation

Algorithms

  • Harmonic Function (HMN) [Zhu+, ICML03]
  • Local and Global Consistency (LGC) [Zhou+, NIPS04]
  • Modified Adsorption (MAD) [Talukdar+, PKDD09]
  • Partially Absorbing Random Walk (PARW) [Wu+, NIPS12]
  • OMNI-Prop (OMNIProp) [Yamaguchi+, AAAI15]
  • Confidence-Aware Modulated Label Propagation (CAMLP) [Yamaguchi+, SDM16]