piwheels

signature-mahalanobis-knn

Using Nearest Neighbour-Variance Norm with Path Signatures for anomaly detection of streams

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install signature-mahalanobis-knn

Dependencies

• sktime
• pandas
• numba
• scikit-learn
• matplotlib
• numpy
• pynndescent

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
0.1.0	2023-12-05
signature_mahalanobis_knn-0.1.0-py3-none-any.whl (16 KB)
0.0.3	2023-11-27
signature_mahalanobis_knn-0.0.3-py3-none-any.whl (10 KB)
0.0.1	2023-10-12
signature_mahalanobis_knn-0.0.1-py3-none-any.whl (6 KB)

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