fastmath.ml.clustering — generateme/fastmath 3.0.0-alpha1

dbscan clj

(dbscan xss)

(dbscan xss
        {:keys [eps points distance add-data?]
         :or {distance :euclidean add-data? true}})

fuzzy-kmeans clj

(fuzzy-kmeans xss)

(fuzzy-kmeans xss
              {:keys [clusters fuzziness max-iters distance epsilon rng
                      add-data?]
               :or {clusters 1
                    fuzziness 2
                    max-iters -1
                    distance :euclidean
                    epsilon 0.001
                    rng (r/rng :default)
                    add-data? true}})

infer-dbscan-radius clj

(infer-dbscan-radius xss dist)

kmeans++ clj

(kmeans++ xss)

(kmeans++ xss
          {:keys [clusters max-iters distance rng empty-cluster-strategy trials
                  add-data?]
           :or {clusters 1
                max-iters -1
                distance :euclidean
                empty-cluster-strategy :largest-variance
                trials 1
                rng (r/rng :default)
                add-data? true}})