Where to find a reliable K-medoid(Not k-means) open source software/tool?
A k-medoid implmentation in C is available in the C Clustering Library (source, Manual). (note that Cluster 3.0 is an extension of this library, and may not provide k-medoids)
From the manual:
In the C Clustering Library, three partitioning algorithms are available: • k-means clustering • k-medians clustering • k-medoids clustering
k-medoids in mlpy, Machine Learning library in Python
k-medoids in Matlab
k-medoids in Java
k-medoids in C++
Software:
- ELKI includes several k-means variants, including K-medoids and PAM.
- GNU R includes on the "flexclust" package variants of k-means and on the "cluster" package.
Source: http://en.wikipedia.org/wiki/K-medoids