11 results found Sort:

matsui528
faiss_tips matsui528
46
583
mit
10
Some useful tips for faiss
faiss product-quantization nearest-neighbor-search approximate-nearest-neighbor-search
Created 2018-07-14
53 commits to main branch, last one 11 months ago
matsui528
nanopq matsui528
43
323
mit
4
Pure python implementation of product quantization for nearest neighbor search
data-compression product-quantization nearest-neighbor-search approximate-nearest-neighbor-search
Created 2018-07-18
151 commits to main branch, last one 11 months ago
DwangoMediaVillage
pqkmeans DwangoMediaVillage
44
254
mit
21
Fast and memory-efficient clustering
k-means clustering scikit-learn computer-vision product-quantization
Created 2017-09-13
172 commits to master branch, last one 11 months ago
jina-ai
annlite jina-ai
22
215
apache-2.0
22
⚡ A fast embedded library for approximate nearest neighbor search
hnsw cython image-search neural-search vector-search vector-quantization product-quantization information-retrieval approximate-nearest-neighbor-search
Created 2021-08-27
523 commits to main branch, last one about a year ago
matsui528
rii matsui528
20
154
mit
10
Fast and memory-efficient ANN with a subset-search functionality
pybind11 data-compression product-quantization nearest-neighbor-search approximate-nearest-neighbor-search
Created 2018-07-24
226 commits to main branch, last one 10 months ago
guenthermi
postgres-word2vec guenthermi
19
144
mit
9
utils to use word embedding models like word2vec vectors in a PostgreSQL database
word2vec knn-search postgresql inverted-index word-embeddings similarity-search product-quantization
Created 2017-11-03
135 commits to master branch, last one 2 years ago
jingtaozhan
RepCONC jingtaozhan
13
117
mit
4
WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval
efficiency neural-ranking dense-retrieval product-quantization information-retrieval
Created 2021-10-12
52 commits to main branch, last one 2 years ago
youngkyunJang
SPQ youngkyunJang
9
79
mit
4
Self-supervised Product Quantization for Deep Unsupervised Image Retrieval - ICCV2021
hashing pytorch iccv2021 deep-learning product-quantization representation-learning self-supervised-learning
Created 2021-08-11
42 commits to main branch, last one 4 months ago
youngkyunJang
GPQ youngkyunJang
11
62
mit
3
Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020
hashing cvpr2020 tensorflow deep-learning image-retrieval metric-learning product-quantization semi-supervised-learning
Created 2020-03-20
136 commits to master branch, last one 4 months ago
xinyandai
product-quantization xinyandai
15
55
unknown
5
Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.
lsh clustering vector-quantization product-quantization approximate-nearest-neighbor-search
Created 2018-10-17
109 commits to master branch, last one 3 years ago
jingtaozhan
JPQ jingtaozhan
11
49
mit
1
CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.
pytorch efficiency web-search compression deep-learning dense-retrieval product-quantization information-retrieval
Created 2021-07-31
30 commits to main branch, last one 2 years ago