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Stream Mining

Utilization of machine learning algorithms with the focus on estimating the unbounded data stream.

Repository structure

  • ./sketches: Sketches estimating the stream data
  • ./time-series: Time-series analysis including Anomaly and Change Detection

Sketches

  • Bloom Filter (BF)
  • Count-Min Sketch (CMS)
  • Flajolet-Martin (FM)

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Utilization of machine learning algorithms with the focus on estimating the unbounded data stream

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