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NCL(Negative Correlation Learning)

NCL (Negative Correlation Learning) - algorithm for training ensamble neural network. Project on the course of neuroevolutionary algorithms at the National Research Tomsk Polytechnic University.

Packages


  • Numpy
  • Matplotlib
  • Scikit-learn

About


A method related to training an ensemble of ANNs in such a way that their outputs correlate as little as possible. Used algorithm can be found in this paper.

Set up


  1. Install required packages.
  2. Run NLC.ipynb file.

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NCL (negative correlation learning)

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