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Statistical Library for charts visualization and data mining
gCube Data Analysis Package

The gCube Data Analysis Package is a a statistical library developed in Java programming language, which provides gCube with facilities for the following aims:

  • Perform data processing and mining;
  • Produce data in a common format;
  • Provide a standalone, open source, library that can be used even by third parties
  • Provide a library which aggregates state-of-the-art modules for statistical analysis and machine learning techniques;
  • Build up a little "desktop laboratory" for data processing, which supports offline charts visualization for "testing before deploying.

Currently, implemented functionalities are:

Multiple data representation: A module for charts visualization is currently included, as well as classes for performing data transformation

  • Data Mining;
  • Standalone Analysis;
  • Transects Extraction;
  • Set Identity Guessin.

The statistical library functionalities are increasing more and more for including other non-deterministic operations which can be performed on timeseries and statistical data.