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Description
Clustering with K-means, K-medoids and agglomerative clustering
Added to opam-repository:
README
prbnmcn-clustering
This library implements the following clustering algorithms:
- K-means
- K-medoids (using either 'Partition Around Medoids' or the 'Voronoi Iteration' algorithms)
- Agglomerative clustering (yielding dendrograms)
A basic example can be found in the test subdirectory.
Multi-start routines are also available to pick the best out of n initial clusterings. At the time of writing, the implementation is entirely sequential.
TODOs
- many low-hanging fruits for optimization
- implement parallel multi-start routine when multicore lands
Dev Dependencies (1)
-
odoc
with-doc
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None
Used by (1)
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None
Build status
Results of building prbnmcn-clustering with each compiler on check.ci.ocaml.org, run of against opam-repository 8a77e58. All results for this package.
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| Version | OCaml 4.11 | OCaml 4.14 | OCaml 5.2 | OCaml 5.4 | OCaml 5.5 |
|---|---|---|---|---|---|
| 0.0.2 (this version) | n/a | good | good | good | good |
| 0.0.1 | good | good | good | good | good |
- good Package successfully built
- partial One of the dependencies failed to build
- bad Package failed to build
- n/a Package is not available in this environment
- internal Internal failure