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A framework for learning from a continuous supply of examples, a data stream. Includes classification, regression, clustering, outlier detection and recommender systems. Related to the WEKA project, also written in Java, while scaling to adaptive large scale machine learning.
giServer the easy to use and extensible batch and integration server
The giServer is an easy-to-use integration server for process automation and event-driven or scheduled execution of batch jobs.
Instead of using complex XML configuration files an elaborate GUI for batch job management is included.
Some possible usage scenarios are:
- Automatic processing of incoming data files
- Big Data applications
- Process automation
- Data Mining/Aggregation applications
- Automatic Reporting
- Processing and analysis of database records