Octree/Quadtree/N-dimensional linear tree

SpokeDarts sphere-packing sampling in any dimension. Advancing front sampling from radial lines (spokes) through prior samples.

Codes for Chandra, et al. (2021+). Escaping the curse of dimensionality in Bayesian model based clustering. Please refer to the original paper for details https://arxiv.org/abs/2006.02700

Characterization of intra-individual variability using physiologically relevant measurements provides important insights into fundamental biological questions ranging from cell type identity to tumor development. For each individual, the data measurements can be written as a matrix with the different subsamples of the individual recorded in the …

The PoseTree container is a data structure designed to efficiently perform K-NNS on poses. Especially poses where the orientation is given by Euler angles. Heavily based on the work of [@attcs] and their Octree library.

The Artificial Bee Colony (ABC) algorithm that optimizes high dimensional continuous model parameters.

Project ANNS for "LLM System and Engineering". Minimal C++ playground for Approximate Nearest Neighbor Search (ANNS): indexing, querying, and benchmarking on high-dimensional vectors.