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๐Ÿ“ˆ Interactive decision boundary visualizer

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decision_boundary_viz

A web app for visualizing decision boundaries of classifiers.

Supports 2-dimensional data and the following classifiers and their parameters:

  • k-Nearest Neighbors
    • Number of neighbors
    • Weight function
      • Uniform weights
      • Points weighted by the inverse of their distance
  • Random forest
    • The number of trees in the forest
    • The maximum depth of trees
  • Support vector machine (RBF kernel)
    • Cost (C)
    • Gamma

Demo

Dependencies

conda create -n decision_boundary_viz python=3.5 numpy=1.11 scikit-learn=0.18 bokeh=0.12.4 flask=0.12