Nanopq

Pure python implementation of product quantization for nearest neighbor search
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5 years ago3September 22, 201615apache-2.0Python
Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.
Nanopq291116 months ago15October 26, 20231mitPython
Pure python implementation of product quantization for nearest neighbor search
Product Quantization Tree78
5 years ago5mitCuda
GPU-based large scale Approx. Nearest Neighbor Search, accepted at CVPR 2016
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Code for my PhD thesis. Library of quantization-based methods for fast similarity search in high dimensions. Presented at ECCV 18.
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Fast C++ implementation of https://github.com/yahoo/lopq: Locally Optimized Product Quantization (LOPQ) model and searcher for approximate nearest neighbor search of high dimensional data.
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