|
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. |