Astronomaly: Flexible framework for anomaly detection in astronomy
Abstract
Astronomaly actively detects anomalies in astronomical data. A python back-end runs anomaly detection based on machine learning; a JavaScript front-end provides data viewing and labeling. The package works on many common astronomy data types, including one-dimensional data and images, and offering extendable techniques for preprocessing, feature extraction, and machine learning.
- Publication:
-
Astrophysics Source Code Library
- Pub Date:
- October 2020
- Bibcode:
- 2020ascl.soft10012L
- Keywords:
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- Software