SDTF

Exploring streaming options for decision tree and random forests.

Includes two ensemble implementations (Stream Decision Forest and Cascade Stream Forest).

Based on scikit-learn fork.

Publications
  1. Haoyin Xu, Jayanta Dey, Sambit Panda, and Joshua T. Vogelstein. Streaming Decision Trees and Forests. arXiv, 2021.