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
- Haoyin Xu, Jayanta Dey, Sambit Panda, and Joshua T. Vogelstein. Extremely Simple Streaming Trees. 4th Conference on Lifelong Learning Agents, 2025, 2021.