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Gbssl

Graph-Based Semi-Supervised Learning Algorithms

Install / Use

/learn @junliangma/Gbssl
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

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]

Related Skills

View on GitHub
GitHub Stars23
CategoryEducation
Updated3y ago
Forks12

Languages

Python

Security Score

75/100

Audited on May 24, 2022

No findings