DownloadGlobal Unified Data Modeler (GUDM) is a bioinformatics software tool used for pre-processing and integrating multiple heterogeneous datasets, collected from multi-modal sources, into an integrated dataset. This integrated dataset is supposed to be used for different types of medical analysis and unified decisions, using different machine learning approaches.
Features
- Reading and Loading multiple data files from multiple heterogeneous data sources
- Pre-processing the individual dataset
- Finding intrinsic relationship across all the datasets
- Filling missing values
- Reducing all the imported datasets to be uniform in terms of number of instances
- Creating unified data model and integrating the datasets to form a unified dataset
- Exporting the dataset in multiple file formats.
Project Samples
Categories
Bio-InformaticsLicense
GNU General Public License version 3.0 (GPLv3)Follow GUDM
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