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Top 7 product-quantization open source projects
elasticsearch-approximate-nearest-neighbor
Plugin to integrate approximate nearest neighbor(ANN) search with Elasticsearch
✭ 53
java
python
elasticsearch
elasticsearch-plugin
ann
approximate-nearest-neighbor-search
product-quantization
product-quantization
🙃Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.
✭ 40
python
clustering
lsh
approximate-nearest-neighbor-search
product-quantization
vector-quantization
JPQ
CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.
✭ 39
python
shell
information-retrieval
compression
deep-learning
efficiency
pytorch
product-quantization
web-search
dense-retrieval
GPQ
Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020
✭ 60
python
hashing
deep-learning
tensorflow
semi-supervised-learning
metric-learning
image-retrieval
product-quantization
cvpr2020
pqtable
Fast search algorithm for product-quantized codes via hash-tables
✭ 48
C++
python
CMake
shell
c
nearest-neighbor-search
product-quantization
pqlite
⚡ A fast embedded library for approximate nearest neighbor search
✭ 141
python
shell
information-retrieval
image-search
approximate-nearest-neighbor-search
product-quantization
vector-quantization
hnsw
vector-search
neural-search
quick-adc
Quick ADC
✭ 20
C++
CMake
python
shell
c
simd
nearest-neighbor-search
product-quantization
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