README

This README would normally document whatever steps are necessary to get your application up and running.

What is this repository for?

• GSOM implementation using pandas and numpy

How do I get set up?

• install requirements

  • numpy==1.17.4
  • pandas==0.25.3
  • scikit-learn==0.21.3
  • scipy==1.4.1
  • tqdm==4.39.0
  • matplotlib==3.1.2
  • python 3.6+

• call GSOM fit function and predict function

  • fit function
    • need numpy array of weight values
    • generate the GSOM model
  • predict function
    • need pandas dataframe with weight column, index column and label column
  • generate the GSOM map