pycvi

Internal Cluster Validity Indices (CVIs), compatible with DTW and DBA.

Modules

pycvi.cluster

Generate clusterings and compute clustering-related information.

pycvi.compute_scores

Low and high level functions to compute CVI values.

pycvi.cvi

Python implementation of state-of-the-art internal CVIs.

pycvi.cvi_func

Functional API of all implemented CVIs.

pycvi.datasets

Some datasets for examples and tests.

pycvi.dist

Low-level distance functions for (non-) time-series data.

pycvi.exceptions

PyCVI exceptions.

pycvi.vi

Variation of Information, to evaluate clusterings and internal CVIs.