You are here: GaiaWiki>GENIUS Web>DataMining_WP_600_Features (04 Jun 2015, CescJulbe)Edit Attach

Features

Basic features

Our framework aims to provide a set of basic MlLib tools to perform simple operations.

Spark resources and implementations

Basic operations

See Spark set of basic Machine Learning Libraries: http://spark.apache.org/docs/1.3.1/mllib-guide.html

Pipelines

http://spark.apache.org/docs/1.3.1/ml-guide.html

Advanced features

  • Diffusion Maps
  • LLE (Local Linear Embedding)
  • Kernel PCA
  • HMAC (Hierarchical Mode Association Clustering)
  • Self-Organised Feature Maps - Implemented by Univ. Coruña colleagues for Spark and also running on GPUs.
  • Bayesian hierarchical models
-- %USERSIG{CescJulbe - 2015-06-04}%

Comments

 
Edit  | Attach | Print version | History: r1 | Backlinks | View wiki text | Edit wiki text | More topic actions
Topic revision: r1 - 04 Jun 2015, CescJulbe
This site is powered by FoswikiCopyright © by the contributing authors. All material on this collaboration platform is the property of the contributing authors.
Ideas, requests, problems regarding GaiaWiki? Send feedback