Predictive Maintenance and Anomaly Detection Resources

This page summarizes the projects mentioned and recommended in the original post on /r/datascience

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  • anomaly-detection-resources

    Anomaly detection related books, papers, videos, and toolboxes

  • pyod

    A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • anomalib

    An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

  • pycaret

    An open-source, low-code machine learning library in Python

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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