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Search results for vector quantization

20 search results found

Vector Quantize Pytorch ⭐ 1,627

Vector Quantization, in Pytorch

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

Postgres Word2vec ⭐ 105

utils to use word embedding models like word2vec vectors in a PostgreSQL database

Fasttext.netwrapper ⭐ 60

.NET Standard wrapper for fastText library. Now works on Windows, Linux and MacOs!

Vectorsinsearch ⭐ 59

Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015

Uniquant ⭐ 38

A header-only library which allows (un)quantifying efficiently unorganized indexed unit vector sets in 3D.

Pq Fast Scan ⭐ 38

Elasticsearch Approximate Nearest Neighbor ⭐ 27

Plugin to integrate approximate nearest neighbor(ANN) search with Elasticsearch

Product Quantization ⭐ 27

🙃Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search..

Embeddings.js ⭐ 23

Word embeddings for the web

Sklearn Lvq ⭐ 21

sklearn compatible implementation of generalized vector quantization algorithms

Python Implementation for Linde-Buzo-Gray / Generalized Lloyd Algorithm for vector quantization.

Fast Lopq ⭐ 18

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.

Supplementary Code for Unsupervised Neural Quantization for Compressed-Domain Similarity Search

Quantizedarrays.jl ⭐ 14

Array quantization and compression

dimensionality-recursive vector quantization

Generalized Lloyd Quantization ⭐ 7

An implementation of the Generalized Lloyd method for vector quantization

Image Compression Via Vector Quantization ⭐ 7

Image Compression via vector quantization using K-means.

Gradient Quantization ⭐ 6

vector quantization for stochastic gradient descent .

Memory-mapped word embeddings storage with quantization support

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