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sklearn-morpho

Scikit-learn classifiers toolbox for morphological perceptrons.

Docs: https://d-002.github.io/sklearn-morpho/docs

Current features

  • Scikit-learn classifiers:
    • Linear Dilation-Erosion Perceptron (l-DEP)
    • Reduced Dilation-Erosion Perceptron (r-DEP)
    • Dilation-Erosion Perceptron (DEP)
    • Simple Dilation and Erosion Morphological Perceptrons
  • Modular wrapper for DCCP optimization tasks with cvxpy

More information and explanations here.

Documentation: https://d-002.github.io/sklearn-morpho/docs