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The Top 11 Nearest Neighbor Search Product Quantization Open Source Projects

Open source projects categorized as Nearest Neighbor Search Product Quantization
Categories > Computer Science > Nearest Neighbor Search
Categories > Product Quantization
Lopq ⭐ 512
Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.
total releases 3most recent commit 5 years ago
Faiss_tips ⭐ 485
Some useful tips for faiss
most recent commit 6 months ago
Nanopq ⭐ 291
Pure python implementation of product quantization for nearest neighbor search
dependent packages 1total releases 15most recent commit 6 months agopypi nanopq} Downloads
Rii ⭐ 146
Fast and memory-efficient ANN with a subset-search functionality
total releases 15most recent commit 5 months ago
Pq Fast Scan ⭐ 38
PQ Fast Scan
most recent commit 5 years ago
Pqtable ⭐ 37
Fast search algorithm for product-quantized codes via hash-tables
most recent commit 6 years ago
Fast Lopq ⭐ 18
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.
most recent commit 4 years ago
Ivfadc.jl ⭐ 15
Inverted file system for billion-scale ANN search
most recent commit 5 months ago
Quick Adc ⭐ 12
Quick ADC
most recent commit 5 years ago
Tinyknn ⭐ 7
A tiny approximate K-Nearest Neighbour library in Python based on Fast Product Quantization and IVF
most recent commit a year ago
Sisyphus ⭐ 5
Scene similarity for weak object discovery & classification
most recent commit 4 years ago
The 3 Latest Releases In Nearest Neighbor Search Product Quantization Open Source Projects
Rii ⭐ 146
Fast and memory-efficient ANN with a subset-search functionality
total releases 15latest release November 22, 2023most recent commit 5 months ago
Nanopq ⭐ 291
Pure python implementation of product quantization for nearest neighbor search
dependent packages 1total releases 15latest release October 26, 2023most recent commit 6 months agopypi nanopq} Downloads
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