Is there a GPU/parallelized python implementation of k-NN which does not rebuild the KDTree upon the addition or subtraction of one point?

Question

I have a dynamic point cloud in 3D, and I would like to use nanoflann to dynamically add/subtract points in between queries, without rebuilding the tree (as seen here):

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