GitHub - fjsweeney/gbssl: Graph-Based Semi-Supervised Learning Algorithms

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Graph-Based Semi-Supervised Learning Algorithms

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Name		Name	Last commit message	Last commit date
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.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
gbssl.py		gbssl.py
sample.py		sample.py

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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]

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