R-universe - luisgarcez11 (Luís Garcez)

long2lstmarray - Longitudinal Dataframes into Arrays for Machine Learning Training

An easy tool to transform 2D longitudinal data into 3D arrays suitable for Long short-term memory neural networks training. The array output can be used by the 'keras' package. Long short-term memory neural networks are described in: Hochreiter, S., & Schmidhuber, J. (1997) <doi:10.1162/neco.1997.9.8.1735>.

Last updated

4.18 score 3 stars 5 scripts 190 downloads

qualitycontrol - Unified Framework for Data Quality Control

An easy framework to set a quality control workflow on a dataset. Includes a various range of functions that allow to establish an adaptable data quality control.

Last updated

3.70 score 4 scripts 180 downloads

faersquarterlydata - FDA Adverse Event Reporting System Quarterly Data Extracting Tool

An easy framework to read FDA Adverse Event Reporting System XML/ASCII files <https://www.fda.gov/drugs/questions-and-answers-fdas-adverse-event-reporting-system-faers/fda-adverse-event-reporting-system-faers-latest-quarterly-data-files>.

Last updated

2.70 score 3 scripts 221 downloads

tradeoffaucdim - Plotting Trade-Off AUC-Dimensionality

Perform and Runtime statistical comparisons between models. This package aims at choosing the best model for a particular dataset, regarding its discriminant power and runtime.

Last updated

2.00 score 1 scripts 175 downloads