OpenScience / Software / Computer Science / Knowledge Discovery and Data Mining

Debellor is an open source Java framework for scalable data mining and machine learning. You may implement your own algorithms in Debellor’s architecture and combine them with pre-existing ones to create complex data processing networks and experimental setups. The unique … Continue reading →

KNIME, pronounced [naim], is a modular data exploration platform that enables the user to visually create data flows (often referred to as pipelines), selectively execute some or all analysis steps, and later investigate the results through interactive views on data … Continue reading →

Weka is a collection of machine learning algorithms for data mining tasks. The algorithms can either be applied directly to a dataset or called from your own Java code. Weka contains tools for data pre-processing, classification, regression, clustering, association rules, … Continue reading →