All Projects → JuliaStats → Clustering.jl

JuliaStats / Clustering.jl

Licence: other
A Julia package for data clustering

Programming Languages

julia
2034 projects

Projects that are alternatives of or similar to Clustering.jl

Dbscan
Density Based Clustering of Applications with Noise (DBSCAN) and Related Algorithms - R package
Stars: ✭ 161 (-29.07%)
Mutual labels:  clustering
Gsdmm
GSDMM: Short text clustering
Stars: ✭ 175 (-22.91%)
Mutual labels:  clustering
Uci Ml Api
Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)
Stars: ✭ 190 (-16.3%)
Mutual labels:  clustering
Slot Attention
Implementation of Slot Attention from GoogleAI
Stars: ✭ 168 (-25.99%)
Mutual labels:  clustering
Micro Cluster
Run multiple micro servers and a front proxy at a time
Stars: ✭ 173 (-23.79%)
Mutual labels:  clustering
Dtwclust
R Package for Time Series Clustering Along with Optimizations for DTW
Stars: ✭ 185 (-18.5%)
Mutual labels:  clustering
Danmf
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Stars: ✭ 161 (-29.07%)
Mutual labels:  clustering
Gemsec
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Stars: ✭ 210 (-7.49%)
Mutual labels:  clustering
Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Stars: ✭ 177 (-22.03%)
Mutual labels:  clustering
Timeseries Clustering Vae
Variational Recurrent Autoencoder for timeseries clustering in pytorch
Stars: ✭ 190 (-16.3%)
Mutual labels:  clustering
Mars
Asynchronous Block-Level Storage Replication
Stars: ✭ 168 (-25.99%)
Mutual labels:  clustering
Flexsearch Server
High-performance FlexSearch Server for Node.js (Cluster)
Stars: ✭ 172 (-24.23%)
Mutual labels:  clustering
Clustergrammer
An interactive heatmap visualization built using D3.js
Stars: ✭ 188 (-17.18%)
Mutual labels:  clustering
Newsrecommender
A news recommendation system tailored for user communities
Stars: ✭ 164 (-27.75%)
Mutual labels:  clustering
Vectorai
Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.
Stars: ✭ 195 (-14.1%)
Mutual labels:  clustering
Khiva
An open-source library of algorithms to analyse time series in GPU and CPU.
Stars: ✭ 161 (-29.07%)
Mutual labels:  clustering
Dcc
This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper
Stars: ✭ 179 (-21.15%)
Mutual labels:  clustering
Spectralcluster
Python re-implementation of the spectral clustering algorithm in the paper "Speaker Diarization with LSTM"
Stars: ✭ 220 (-3.08%)
Mutual labels:  clustering
Keras deep clustering
How to do Unsupervised Clustering with Keras
Stars: ✭ 202 (-11.01%)
Mutual labels:  clustering
Pqkmeans
Fast and memory-efficient clustering
Stars: ✭ 189 (-16.74%)
Mutual labels:  clustering

Clustering.jl

Methods for data clustering and evaluation of clustering quality.

Build Status codecov

Documentation:

Installation

Pkg.add("Clustering")

Features

Clustering Algorithms

  • K-means
  • K-medoids
  • Affinity Propagation
  • Density-based spatial clustering of applications with noise (DBSCAN)
  • Markov Clustering Algorithm (MCL)
  • Fuzzy C-Means Clustering
  • Hierarchical Clustering
    • Single Linkage
    • Average Linkage
    • Complete Linkage
    • Ward's Linkage

Clustering Validation

  • Silhouettes
  • Variation of Information
  • Rand index
  • V-Measure

See Also

Julia packages providing other clustering methods:

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].