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PROBI
1.0
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| Weighted sampling for k-means++ and similar algorithms | |
| Computes the center of gravity / centroid / 1-means | |
| Euclidean space operations for Point objetcs | |
| Fast implementation of PROBI | |
| K-median evaluation for Point objects | |
| 1-median approximation | |
| Adaption of Lloyd's algorithm for k-median | |
| Adaption of Lloyd's algorithm for probabilistic k-median | |
| Merge & Reduce framework template | |
| Wraps FastCoreset into the Merge & Reduce framework | |
| Metric interface | |
| Euclidean metric for Point objetcs | |
| Euclidean squared metric for Point objetcs | |
| Norm interface | |
| Euclidean norm for Point objetcs | |
| Euclidean squared norm for Point objetcs | |
| Probabilistic k-median evaluator | |
| Point class | |
| Weighted point class | |
| Probabilistic point | |
| Encapsulates an STL random generator | |
| Sampling operations | |
| 1-median approximation |