[WIP] Implement k-medoids clustering

Implement k-medoids clustering by wrapping an existing c library that has a k-medoids implementation http://bonsai.hgc.jp/~mdehoon/software/cluster/

- [x] implement cython wrapper for the c code
- [ ] sklearn-API class.
- [ ] user-facing mixtape class