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Mine detector using sonar data

Want a submarine ride? Use my code to save your ass from the mines. You need a working sonar though.

Because it's a school project, I can't post the data here. Need to ask my professor first.

Uses libraries:

  • Scikit Learn
  • NumPy

Algorithms:

  • Principle component analysis
  • Downsampling
  • K-nearest neighbor
  • Logistic regression
  • Gaussian classification
  • Multi layer perceptron