clustering-algorithm

Open-source projects categorized as clustering-algorithm
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Language: + Python + Jupyter Notebook + C++ + Elixir + Scala + Go
Topics: Clustering Python Machine Learning clustering-evaluation unsupervised-learning
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Top 16 clustering-algorithm Open-Source Projects

  • hdbscan

    A high performance implementation of HDBSCAN clustering.

  • kmodes

    Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

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  • HybridRenderingEngine

    Clustered Forward/Deferred renderer with Physically Based Shading, Image Based Lighting and a whole lot of OpenGL.

  • leidenalg

    Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.

  • Algorithms

    Collection of algorithms in multiple programming languages. (by thuva4)

  • fuzzy-c-means

    A simple python implementation of Fuzzy C-means algorithm.

  • Clustering4Ever

    C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.

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  • Writing-Styles-Classification-Using-Stylometric-Analysis

    ✍️ An intelligent system that takes a document and classifies different writing styles within the document using stylometric techniques.

  • MinSizeKmeans

    A python implementation of KMeans clustering with minimum cluster size constraint (Bradley et al., 2000)

  • RACplusplus

    A high performance implementation of Reciprocal Agglomerative Clustering in C++

    • Project mention: [P] I created a parallelized implementation of Agglomerative clustering that's many times faster than existing implementations and has a better runtime | /r/datascience | 2023-07-24

    Here is the code: https://github.com/porterehunley/RACplusplus. It would be great to have some people try it out (and find the bugs)!

  • go-cluster

    k-modes and k-prototypes clustering algorithms implementation in Go

  • clope

    Elixir implementation of CLOPE: A Fast and Effective Clustering Algorithm for Transactional Data

  • PSOClustering

    This is an implementation of clustering IRIS dataset with particle swarm optimization(PSO)

  • rock

    Elixir implementation of ROCK: A Robust Clustering Algorithm for Categorical Attributes (by ayrat555)

  • clustering-plugin

    Compute clustering on your data in a visual, intuitive way with FiftyOne and Sklearn!

    • Project mention: How to Cluster Images | dev.to | 2024-04-09

    fiftyone plugins download https://github.com/jacobmarks/clustering-plugin

  • K-means-for-clustering-the-Stars-Typs

    Get Starting with KMeans Algorithm

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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).

clustering-algorithm related posts

  • Lógica de programação e linguagem C

    1 project | /r/brdev | 10 Oct 2022

  • Hierarchical clustering algorithm

    1 project | /r/learnmachinelearning | 15 Apr 2022

  • kmodes, Python package for categorical clustering releases version 0.12.0. Now with sample weighting and Python 3.10 support.

    1 project | /r/datascience | 30 Mar 2022

  • New clustering algorithms like DBSCAN and OPTICS?

    1 project | /r/MLQuestions | 11 Jan 2022

  • DBSCAN ALternatives?

    1 project | /r/MLQuestions | 26 Dec 2021

  • Preliminary Evidence that Retail Trades can be Identified and Counted on the Tape

    1 project | /r/DDintoGME | 21 Oct 2021

  • How much of data science is lying?

    1 project | /r/datascience | 30 Jan 2021
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    www.saashub.com | 12 May 2024
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Index

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

Project Stars
1 hdbscan 2,685
2 kmodes 1,219
3 HybridRenderingEngine 1,064
4 leidenalg 540
5 Algorithms 485
6 fuzzy-c-means 162
7 Clustering4Ever 128
8 Writing-Styles-Classification-Using-Stylometric-Analysis 97
9 MinSizeKmeans 80
10 RACplusplus 43
11 go-cluster 39
12 clope 20
13 PSOClustering 14
14 rock 11
15 clustering-plugin 5
16 K-means-for-clustering-the-Stars-Typs 0

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