Pinned

1. sklearn-expertsys

   Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

   Python 454 67

2. semisup-learn

   Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data

   Python 464 141

3. highdimensional-decision-boundary-plot

   Estimating and plotting the decision boundary (decision surface) of machine learning classifiers in higher dimensions (scikit-learn compatible)

   Python 185 24

4. sklearn-random-rotation-ensembles

   Scikit-learn compatible implementations of the Random Rotation Ensemble idea of (Blaser & Fryzlewicz, 2016)

   Python 35 4

5. ROS-road-line-junction-extraction

   3D road line extraction, bird's-eye view projection, and junction detection for ROS stereo images

   Python 28 8

6. sklearn-interpretable-tree

   Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)

   Python 42 2