geosnap.analyze.analytics.affinity_propagation¶
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geosnap.analyze.analytics.
affinity_propagation
(X, damping=0.8, preference=-1000, max_iter=500, convergence_iter=15, copy=True, affinity='euclidean', verbose=False, **kwargs)[source]¶ Clustering with Affinity Propagation.
- Parameters
- Xarray-like
n x k attribute data
- preferencearray-like, shape (n_samples,) or float, optional,
default: None
The preference parameter passed to scikit-learn’s affinity propagation algorithm
- damping: float, optional, default: 0.8
The damping parameter passed to scikit-learn’s affinity propagation algorithm
- max_iterint, optional, default: 1000
Maximum number of iterations
- Returns
- model: sklearn AffinityPropagation instance