Python / hoeffding tree

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A Python implementation of the Hoeffding Tree algorithm.

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A collection of research papers on decision, classification and regression trees with implementations.

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A machine learning package for streaming data in Python. The other ancestor of River.

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incremental CART decision tree, based on the hoeffding tree i.e. very fast decision tree (VFDT), which is proposed in this paper "Mining High-Speed Data Streams" by Domingos & Hulten (2000). And a newly extended model "Extremely Fast Decision Tree" (EFDT) by Manapragada, Webb & Salehi (2018). Added new implementation of Random Forest

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