INNER CODE UNIT · Python

cluster_visualizer

annoviko/pyclustering · pyclustering/cluster/__init__.py:427

class cluster_visualizer:
    """!
    @brief Common cluster visualizer for 1-, 2- and 3-dimensional data.
    @details `cluster_visualizer_multidim` visualizer can be used to display clusters in N-dimensional data.

    The general difference between `cluster_visualizer` and `cluster_visualizer_multidim` is a way of representation
    of 3-dimensional data. In case of `cluster_visualizer` 3-dimensional data is displayed in 3-dimensional plot with
    `x0`, `x1` and `x2` axis. In case of `cluster_visualizer_multidim` it displayed on three 2-dimensional plots:
    `(x0, x1)`, `(x0, x2)` and `(x1, x2)`.

    There is an example where sample `Atom` is used for clustering and displayed by `cluster_visualizer`:
    @code
        from pyclustering.utils import read_sample
        from pyclustering.samples.definitions import FCPS_SAMPLES
        from pyclustering.cluster import cluster_visualizer
        from pyclustering.cluster.dbscan import dbscan

        sample = read_sample(FCPS_SAMPLES.SAMPLE_ATOM)

View source record →