Description: SSL(Semi-Supervised Learning) with GRF: Implementation of Label Propagation Algorithm introduced in, Zhu, Xiaojin, Zoubin Ghahramani, and John Lafferty. Semi-supervised learning using gaussian fields and harmonic functions. ICML. Vol. 3. 2003. (Original closed-form solution version and iterative version are included)
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File list (Check if you may need any files):
| Filename | Size | Date |
|---|
| ComputeGraph.m |
| DistEuclideanPiotrDollar.m |
| Exp.m |
| GD_BuildDirectedKnnGraph.m |
| GD_BuildEpsilonGraph.m |
| GD_BuildMutualKnnGraph.m |
| GD_BuildSymmetricKnnGraph.m |
| harmonic_function.m |
| LabelPropagation.m |
| SSL | set=1 | data.mat |
| SSL | set=1 | splits | labeled=10.mat |
| SSL | set=1 | splits | labeled=100.mat |
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