product-quantization

Open-source projects categorized as product-quantization
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Language: + C + Python + Rust
Topics: inverted-index word-embeddings knn-search Simd similarity-search
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Top 3 product-quantization Open-Source Projects

  • postgres-word2vec

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

  • tinyknn

    A tiny approximate K-Nearest Neighbour library in Python based on Fast Product Quantization and IVF

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • reductive

    Vector quantization

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

product-quantization related posts

  • Compressing high-dimensional vectors by 97%

    4 projects | news.ycombinator.com | 2 Sep 2021

  • Build a fuzzy search with PostgreSQL

    1 project | dev.to | 12 Mar 2021

Index

What are some of the best open-source product-quantization projects? This list will help you:

Project Stars
1 postgres-word2vec 140
2 tinyknn 12
3 reductive 6

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