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ouliers-library

Library for unknown number of outliers detection. [In progress!]

Outlier detection when outlier number are unknown were my master thesis topic. So I finaly prepared implement it in lower level so this imlementation(in c++) will be more flexibal and faster R.

There is two reasons for this library to exist:

  1. lower level implementation allow generate larger samples w/o keeping in memory N*M (i.e assume we want sample size N=1000, and generations M=10000000 ).
  2. Its will we easy extend library to any other statistics generations.

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Library for unknown number of outliers detection

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  • C++ 62.8%
  • Python 28.9%
  • CMake 6.0%
  • Makefile 2.3%