kdtree

Whitetree is a Python library for exact Mahalanobis nearest-neighbour search on low-dimensional sensor data, using multiple KD-trees to handle inserts and deletes efficiently without rebuilding. Benchmarks show it significantly outperforms alternatives like sklearn's BallTree and FAISS in dynamic scenarios.