PROBI
1.0
|
AdaptiveSampling | Weighted sampling for k-means++ and similar algorithms |
CenterOfGravity | Computes the center of gravity / centroid / 1-means |
DatastreamCoreset | Wraps FastCoreset into the Merge & Reduce framework |
EuclideanMetric | Euclidean metric for Point objetcs |
EuclideanNorm | Euclidean norm for Point objetcs |
EuclideanSpace | Euclidean space operations for Point objetcs |
EuclideanSquaredMetric | Euclidean squared metric for Point objetcs |
EuclideanSquaredNorm | Euclidean squared norm for Point objetcs |
FastCoreset | Fast implementation of PROBI |
KMedian | K-median evaluation for Point objects |
KumarMedian | 1-median approximation |
LloydMedian | Adaption of Lloyd's algorithm for k-median |
LloydProbMedian | Adaption of Lloyd's algorithm for probabilistic k-median |
MergeReduce | Merge & Reduce framework template |
Metric | Metric interface |
Norm | Norm interface |
PKMedian | Probabilistic k-median evaluator |
Point | Point class |
ProbabilisticPoint | Probabilistic point |
Randomness | Encapsulates an STL random generator |
Sampling | Sampling operations |
WeightedPoint | Weighted point class |
Weiszfeld | 1-median approximation |
IterationFailed |