SCDB - Easily Access and Maintain Time-Based Versioned Data (Slowly-Changing-Dimension)
A collection of functions that enable easy access and updating of a database of data over time. More specifically, the package facilitates type-2 history for data-warehouses and provides a number of Quality of life improvements for working on SQL databases with R. For reference see Ralph Kimball and Margy Ross (2013, ISBN 9781118530801).
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7.76 score 8 stars 1 dependents 16 scripts 588 downloads
diseasystore - Feature Stores for the 'diseasy' Framework
Simple feature stores and tools for creating personalised feature stores. 'diseasystore' powers feature stores which can automatically link and aggregate features to a given stratification level. These feature stores are automatically time-versioned (powered by the 'SCDB' package) and allows you to easily and dynamically compute features as part of your continuous integration.
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7.21 score 4 stars 21 scripts 403 downloads
aedseo - Automated and Early Detection of Seasonal Epidemic Onset and Burden Levels
A powerful tool for automating the early detection of seasonal epidemic onsets in time series data. It offers the ability to estimate growth rates across consecutive time intervals, calculate the sum of cases (SoC) within those intervals, and estimate seasonal onsets within user defined seasons. With use of a disease-specific threshold it also offers the possibility to estimate seasonal onset of epidemics. Additionally it offers the ability to estimate burden levels for seasons based on historical data. It is aimed towards epidemiologists, public health professionals, and researchers seeking to identify and respond to seasonal epidemics in a timely fashion.
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burden-of-diseaseepidemic-modelepidemic-modellingonset-detectionsurveillance-systems
6.19 score 1 stars 26 scripts 322 downloads
