goowe-python

Implementation of GOOWE (Bonab and Can, 2017) in Python using scikit-multiflow

Status

Working prototype of GOOWE (single-label version). Run experiment.py for a simple run that demonstrates the functionality.

Requirements

• numpy
• scikit-multiflow

TODO

• Implement single-label version, GOOWE
• Implement multi-label version, i.e. GOOWE-ML
• Compatibility with scikit-multiflow evaluators
• Ensemble pruning strategy
• Concept Drift Detection strategy

Notes

• Initially written by Aykut Guven
• Afterwards extended and refactored by Alican Buyukcakir & Sanem Elbasi