Skip to content

deeprnd/racemejs

Repository files navigation

Raceme.js

Build Status

JavaScript clustering algorithms framework

Roadmap:

  • Column family store adapter (Cassandra)
  • Graph store adapter (Neo4j)
  • Document store adapted (MongoDB)
  • K-Medoids clustering algorithm
  • Fuzzy C-Means Algorithm
  • Code refactoring, full documentation and wiki setup
  • Official release
  • Performance improvement and algorithms comparison
  • Girvan-Newman Betweenness Clustering Algorithm
  • Agglomerative Genetic Algorithm for Clustering in Social Networks
  • A Genetic Algorithm for Community Detection in Social Networks
  • Genetic-based Communities Finding Algorithm using Clustering Coefficient
  • Genetic clustering of social networks using random walks

All the explanation and based literature can be found in articles folder.

changelog

  • 0.4 - Key-value store adapter (Redis)
  • 0.3 - Support for large graphs
  • 0.2 - K-Means clustering algorithm
  • 0.1 - Euclidian/Manhattan/Ward's method distance measurement

About

JavaScript clustering algorithms framework

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published