Topic: "product-quantization"
matsui528/faiss_tips
Some useful tips for faiss
Language: Shell - Size: 351 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 616 - Forks: 47
yahoo/lopq 📦
Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.
Language: Python - Size: 2.4 MB - Last synced at: 22 days ago - Pushed at: about 6 years ago - Stars: 566 - Forks: 130
matsui528/nanopq
Pure python implementation of product quantization for nearest neighbor search
Language: Python - Size: 99.6 KB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 343 - Forks: 47
DwangoMediaVillage/pqkmeans
Fast and memory-efficient clustering
Language: Jupyter Notebook - Size: 563 KB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 259 - Forks: 44
lxa9867/ImageFolder
High-performance Image Tokenizers for VAR and AR
Language: Python - Size: 3.97 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 248 - Forks: 5
jina-ai/annlite
⚡ A fast embedded library for approximate nearest neighbor search
Language: Python - Size: 2.7 MB - Last synced at: 10 days ago - Pushed at: almost 2 years ago - Stars: 230 - Forks: 24
matsui528/rii
Fast and memory-efficient ANN with a subset-search functionality
Language: C++ - Size: 281 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 154 - Forks: 20
guenthermi/postgres-word2vec
utils to use word embedding models like word2vec vectors in a PostgreSQL database
Language: C - Size: 917 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 143 - Forks: 19
jingtaozhan/RepCONC
WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval
Language: Python - Size: 479 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 114 - Forks: 11
youngkyunJang/SPQ
Self-supervised Product Quantization for Deep Unsupervised Image Retrieval - ICCV2021
Language: Python - Size: 341 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 80 - Forks: 8
rixwew/elasticsearch-approximate-nearest-neighbor
Plugin to integrate approximate nearest neighbor(ANN) search with Elasticsearch
Language: Java - Size: 6.37 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 65 - Forks: 13
youngkyunJang/GPQ
Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020
Language: Python - Size: 4.12 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 63 - Forks: 11
technicolor-research/pq-fast-scan
PQ Fast Scan
Language: C++ - Size: 55.7 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 55 - Forks: 14
xinyandai/product-quantization
Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.
Language: Python - Size: 20.5 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 53 - Forks: 15
matsui528/pqtable
Fast search algorithm for product-quantized codes via hash-tables
Language: C++ - Size: 35.2 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 49 - Forks: 11
jingtaozhan/JPQ
CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.
Language: Python - Size: 301 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 43 - Forks: 12
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.
Language: C++ - Size: 85 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 33 - Forks: 3
technicolor-research/quick-adc
Quick ADC
Language: C++ - Size: 50.8 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 23 - Forks: 0
jvdd/pqknn
Product Quantization k-Nearest Neighbors
Language: Jupyter Notebook - Size: 28.3 KB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 20 - Forks: 4
JuliaNeighbors/IVFADC.jl
Inverted file system for billion-scale ANN search
Language: Julia - Size: 146 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 0
thomasahle/tinyknn
A tiny approximate K-Nearest Neighbour library in Python based on Fast Product Quantization and IVF
Language: Python - Size: 1.38 MB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 17 - Forks: 3
zgornel/QuantizedArrays.jl
Array quantization and compression
Language: Julia - Size: 146 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 0
huyhoang17/Semantic_Search
[DEPRECATED] Baseline Project for Semantic Searching
Language: Python - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 3
nlpodyssey/gomaddness
Multiply-ADDitioN-lESS in Go.
Language: Go - Size: 21.5 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 9 - Forks: 1
moabitcoin/sisyphus
Scene similarity for weak object discovery & classification
Language: Python - Size: 2.89 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 8 - Forks: 2
Stick-To/product-quantization
product quantization image processing algorithm with matlab
Language: MATLAB - Size: 6.78 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 3
finalfusion/reductive
Vector quantization
Language: Rust - Size: 96.7 KB - Last synced at: 29 days ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1
mzhang367/opqn
Orthonormal Product Quantization Network for Scalable Face Image Retrieval
Language: Python - Size: 325 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 6 - Forks: 0
Stonesjtu/basis-embedding
basis embedding: a product quantization based model compression method for language models.
Language: Python - Size: 45.7 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 5 - Forks: 0
TheDatumOrg/VAQ
Fast Adaptive Similarity Search through Variance‑Aware Quantization
Language: C++ - Size: 7.5 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0
Bisonai/ncnn Fork of Tencent/ncnn
Modified inference engine for quantized convolution using product quantization
Language: C++ - Size: 7.96 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0
WallaceLiu/product-quantization
product quantization
Language: Python - Size: 19.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1
anas-899/lopq Fork of yahoo/lopq
Converted version of yahoo LOPQ from python2.7 to python3.6
Language: Python - Size: 2.41 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2
rifqifarhansyah/GIK-ProductQuantization
Product Quantization Apllication for KNN
Language: C++ - Size: 404 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
TSPoulsen/SPQ
Simply Product Quantization - Standalone C++ implementation of 3 different product quantization methods
Language: C++ - Size: 236 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
iretes/IR-proj
đź“Ź Implementation of Product Quantization for Nearest Neighbor Search, including replication of original experiments and exploration of alternative approaches.
Language: Jupyter Notebook - Size: 58.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
bariscamli/Vector-Search-with-FAISS
Vector search using embeddings, FAISS and Product Quantization with custom index & KMeans
Language: Python - Size: 424 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
huangqianfei0916/learn_nlp
Implementations of different NLP tasks
Language: Python - Size: 2.08 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
ytgui/SPT-proto
This repo includes a Sparse Transformer implementation which utilizes PQ to derive the sparsity.
Language: Python - Size: 296 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
scampion/pqjs
Transformer-based Embedding Retrieval with Product Quantization for Edge Computing (JavaScript)
Language: Python - Size: 52.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
USTCLLM/LISA
Pytorch implementation of LISA (Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation. WWW 2021)
Language: Python - Size: 9.2 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
anvelezec/product_quantization
Product quantization using nearest neighbor search
Language: Python - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
WallaceLiu/pq
Product-Quantization
Language: Python - Size: 4.17 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0