Projects in Awesome Lists tagged with product-quantization
A curated list of projects in awesome lists tagged with product-quantization .
https://github.com/yahoo/lopq
Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.
clustering lopq nearest-neighbor-search product-quantization spark
Last synced: 20 Nov 2025
https://github.com/matsui528/faiss_tips
Some useful tips for faiss
approximate-nearest-neighbor-search faiss nearest-neighbor-search product-quantization
Last synced: 24 Dec 2025
https://github.com/matsui528/nanopq
Pure python implementation of product quantization for nearest neighbor search
approximate-nearest-neighbor-search data-compression nearest-neighbor-search product-quantization
Last synced: 24 Dec 2025
https://github.com/jina-ai/annlite
⚡ A fast embedded library for approximate nearest neighbor search
approximate-nearest-neighbor-search cython hnsw image-search information-retrieval neural-search product-quantization vector-quantization vector-search
Last synced: 31 Jul 2025
https://github.com/matsui528/rii
Fast and memory-efficient ANN with a subset-search functionality
approximate-nearest-neighbor-search data-compression nearest-neighbor-search product-quantization pybind11
Last synced: 10 Apr 2026
https://github.com/guenthermi/postgres-word2vec
utils to use word embedding models like word2vec vectors in a PostgreSQL database
inverted-index knn-search postgresql product-quantization similarity-search word-embeddings word2vec
Last synced: 14 Apr 2025
https://github.com/rixwew/elasticsearch-approximate-nearest-neighbor
Plugin to integrate approximate nearest neighbor(ANN) search with Elasticsearch
ann approximate-nearest-neighbor-search elasticsearch elasticsearch-plugin product-quantization
Last synced: 11 Jul 2025
https://github.com/technicolor-research/pq-fast-scan
PQ Fast Scan
nearest-neighbor-search product-quantization simd
Last synced: 18 Mar 2025
https://github.com/janeasystems/jecq
Faiss-based library for efficient similarity search
faiss iterative-quantization machine-learning product-quantization quantization rag recommendation-systems retrieval-augmented-generation semantic-search similarity-search vector-database vector-search
Last synced: 15 May 2026
https://github.com/jvdd/pqknn
Product Quantization k-Nearest Neighbors
approximate-nearest-neighbor-search clustering clustering-algorithm k-nearest-neighbors nearest-neighbor-search pqknn-algorithm product-quantization
Last synced: 10 Apr 2025
https://github.com/thomasahle/tinyknn
A tiny approximate K-Nearest Neighbour library in Python based on Fast Product Quantization and IVF
cython ivf nearest-neighbor-search product-quantization python simd
Last synced: 14 Dec 2025
https://github.com/zgornel/quantizedarrays.jl
Array quantization and compression
arrays compression product-quantization quantization
Last synced: 21 Mar 2025
https://github.com/nlpodyssey/gomaddness
Multiply-ADDitioN-lESS in Go.
approximate hash hashing machine-learning maddness product-quantization
Last synced: 15 Jul 2025
https://github.com/finalfusion/reductive
Vector quantization
embeddings product-quantization quantizer
Last synced: 01 Apr 2026
https://github.com/stonesjtu/basis-embedding
basis embedding: a product quantization based model compression method for language models.
language-model model-compression product-quantization pytorch
Last synced: 24 Jun 2025
