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Product Quantization Python Packages

Python packages with the GitHub topic product-quantization. Sorted by relevance, with stars and monthly downloads.
jina-ai
annlite

⚡ A fast embedded library for approximate nearest neighbor search

3K 236 24
matsui528
nanopq

Pure python implementation of product quantization for nearest neighbor search

2K 360 48
speedyk-005
vinkra

A lightweight vector database with incremental inserts, automatic exact-to-ANN switching, and explicit storage management. Add vectors anytime without rebuilding the index

359 1 0
matsui528
rii

Fast and memory-efficient ANN with a subset-search functionality

305 154 20
datavorous
spheni

Lightweight Vector Search Library focused on Memory Efficiency

187 181 16
thomasahle
fast-pq

Approximate Nearest Neighbors in Python.

114 18 3
yahoo
lopq

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

82 570 129
speedyk-005
vink

Vector Incremental Nano Kit — a lightweight vector database with incremental inserts, automatic exact-to-ANN switching, and explicit storage management. Add vectors anytime without rebuilding the index

21 1 0
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