Python nearest-neighbors

Open-source Python projects categorized as nearest-neighbors
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Topics: nearest-neighbor-search Docker Postgres Python Machine Learning
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Top 3 Python nearest-neighbor Projects

  • ann-benchmarks

    Benchmarks of approximate nearest neighbor libraries in Python

    Project mention: ANN Benchmarks | news.ycombinator.com | 2024-01-25

  • similarity

    TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

  • 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.

  • pgANN

    Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.

    Project mention: Pinecone raises $100M Series B | news.ycombinator.com | 2023-04-27

    Why do you use pgvector instead of pgANN? My understanding is pgANN is built with FAISS. When I compared pgvector with FAISS, pgvector was 3-5x slower.

    https://github.com/netrasys/pgANN

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). The latest post mention was on 2024-01-25.

Python nearest-neighbors related posts

Index

What are some of the best open-source nearest-neighbor projects in Python? This list will help you:

Project Stars
1 ann-benchmarks 4,568
2 similarity 994
3 pgANN 289

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