product-quantization
There are 40 repositories under product-quantization topic.
yahoo/lopq
Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.
matsui528/faiss_tips
Some useful tips for faiss
matsui528/nanopq
Pure python implementation of product quantization for nearest neighbor search
DwangoMediaVillage/pqkmeans
Fast and memory-efficient clustering
jina-ai/annlite
⚡ A fast embedded library for approximate nearest neighbor search
matsui528/rii
Fast and memory-efficient ANN with a subset-search functionality
guenthermi/postgres-word2vec
utils to use word embedding models like word2vec vectors in a PostgreSQL database
jingtaozhan/RepCONC
WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval
youngkyunJang/SPQ
Self-supervised Product Quantization for Deep Unsupervised Image Retrieval - ICCV2021
rixwew/elasticsearch-approximate-nearest-neighbor
Plugin to integrate approximate nearest neighbor(ANN) search with Elasticsearch
youngkyunJang/GPQ
Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020
technicolor-research/pq-fast-scan
PQ Fast Scan
matsui528/pqtable
Fast search algorithm for product-quantized codes via hash-tables
xinyandai/product-quantization
Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.
jingtaozhan/JPQ
CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.
dmllr/fast-lopq
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.
technicolor-research/quick-adc
Quick ADC
jvdd/pqknn
Product Quantization k-Nearest Neighbors
JuliaNeighbors/IVFADC.jl
Inverted file system for billion-scale ANN search
thomasahle/tinyknn
A tiny approximate K-Nearest Neighbour library in Python based on Fast Product Quantization and IVF
zgornel/QuantizedArrays.jl
Array quantization and compression
huyhoang17/Semantic_Search
[DEPRECATED] Baseline Project for Semantic Searching
moabitcoin/sisyphus
Scene similarity for weak object discovery & classification
nlpodyssey/gomaddness
Multiply-ADDitioN-lESS in Go.
Stick-To/product-quantization
product quantization image processing algorithm with matlab
finalfusion/reductive
Vector quantization
mzhang367/opqn
Orthonormal Product Quantization Network for Scalable Face Image Retrieval
Stonesjtu/basis-embedding
basis embedding: a product quantization based model compression method for language models.
TheDatumOrg/VAQ
Fast Adaptive Similarity Search through Variance‑Aware Quantization
Bisonai/ncnn
Modified inference engine for quantized convolution using product quantization
rifqifarhansyah/GIK-ProductQuantization
Product Quantization Apllication for KNN
ytgui/SPT-proto
This repo includes a Sparse Transformer implementation which utilizes PQ to derive the sparsity.
scampion/pqjs
Transformer-based Embedding Retrieval with Product Quantization for Edge Computing (JavaScript)
TSPoulsen/SPQ
Simply Product Quantization - Standalone C++ implementation of 3 different product quantization methods
WallaceLiu/product-quantization
product quantization
anas-899/lopq
Converted version of yahoo LOPQ from python2.7 to python3.6