C++ Clustering

Open-source C++ projects categorized as Clustering
Edit details
Topics: Mpi Machine Learning WebAssembly Search Python
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured

Top 5 C++ Clustering Projects

Clustering

  • usearch

    Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

    • Project mention: I'm writing a new vector search SQLite Extension | news.ycombinator.com | 2024-05-02

    Might have a look at this library:

    https://github.com/unum-cloud/usearch

    It does HNSW and there is a SQLite related project, though not quite the same thing.

  • BanditPAM

    BanditPAM C++ implementation and Python package

    • Project mention: Want something better than k-means? Try BanditPAM (github.com/motiwari) | /r/linux | 2023-06-27

    Repo: https://github.com/motiwari/BanditPAM

  • 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.

    InfluxDB logo

  • DP_means

    Dirichlet Process K-means

    • Project mention: LLM now provides tools for working with embeddings | news.ycombinator.com | 2023-09-04

    I found one implementation here: https://github.com/vsmolyakov/DP_means

    Alternatively, there is a Bayesian GMM in sklearn. When you restrict it to diagonal Covariance matrices, you should be fine in high dimensions

  • hpdbscan

    Highly parallel DBSCAN (HPDBSCAN)

  • Image-Segmentation

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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).

C++ Clustering related posts

  • Want something better than k-means? Try BanditPAM (github.com/motiwari)

    1 project | /r/linux | 27 Jun 2023

  • [Q] How should I perform clustering on angular data?

    2 projects | /r/statistics | 22 May 2023

  • Show HN: Want something better than k-means? Try BanditPAM

    4 projects | news.ycombinator.com | 4 Apr 2023

  • Show HN: Want something better than k-means? Try BanditPAM

    1 project | /r/patient_hackernews | 5 Apr 2023

  • Show HN: Want something better than k-means? Try BanditPAM

    1 project | /r/hackernews | 5 Apr 2023
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 4 Jun 2024
    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. Learn more →

Index

What are some of the best open-source Clustering projects in C++? This list will help you:

Project Stars
1 usearch 1,771
2 BanditPAM 645
3 DP_means 45
4 hpdbscan 34
5 Image-Segmentation 2

Sponsored
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.
www.influxdata.com