nearest-neighbors topic
point-cloud-utils
An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.
PyNomaly
Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].
snca.pytorch
Improving Generalization via Scalable Neighborhood Component Analysis
dense-vector-ranking-performance
Performance evaluation of nearest neighbor search using Vespa, Elasticsearch and Open Distro for Elasticsearch K-NN
MachineLearningWithPython
Get started with Machine Learning with Python - An introduction with Python programming examples
ArborX
Performance-portable geometric search library
pymorton
A lightweight and efficient Python Morton encoder with support for geo-hashing
CompRess
Compressing Representations for Self-Supervised Learning
q3c
PostgreSQL extension for spatial indexing on a sphere
fastknn
Fast k-Nearest Neighbors Classifier for Large Datasets