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Galtan-dev/AND---application-for-novelty-detection

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Official README file

Pip requirments

  • pip install pip
  • pip install numpy
  • pip install matplotlib
  • pip install padasip
  • pip install PyQt5
  • pip install statistics
  • pip install pathlib

Description of application

  • AND is application for novelty detection. Novelty detection is method for signal procesing.

Manual for use

One speed detection

  • click on "Open a file"
  • select file in .csv format
  • click on a head of column which you want to analyze
  • choose filter and detection
  • fill filter lenght (not necessary, if not filled program takes 5)
  • fill learning speed, but there only first window (not necessary, if not filled program takes 1)
  • click on one speed detection
  • optional - in the end you can fill filename and save .txt file with parametrs, also in graph window you can save graph.

Interval speed detection

  • click on "Open a file"
  • select file in .csv format
  • click on a head of column which you want to analyze
  • choose filter and detection
  • fill filter lenght (not necessary, if not filled program takes 5)
  • fill learning speed. First window is left side of interval which you want to analyze, second window is right side of interval and thirdth window is step.
  • optional - click on save output and fill filename window, on your disk is made dir called Exp.files and n this dir is saved output by date and filename.
  • click on int.speed detection.

Tips and advice

  • use decimal dot, not comma.
  • if you not fill all windows, except mentioned, application will crash.
  • This version is first experimental version for use, is possible that some special examples will not work.

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Application for analyzation of data with method Novelty detection

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