FSelectorRcpp - 'Rcpp' Implementation of 'FSelector' Entropy-Based Feature Selection Algorithms with a Sparse Matrix Support

'Rcpp' (free of 'Java'/'Weka') implementation of 'FSelector' entropy-based feature selection algorithms based on an MDL discretization (Fayyad U. M., Irani K. B.: Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning. In 13'th International Joint Conference on Uncertainly in Artificial Intelligence (IJCAI93), pages 1022-1029, Chambery, France, 1993.) <https://www.ijcai.org/Proceedings/93-2/Papers/022.pdf> with a sparse matrix support.

Last updated 2 months ago

entropyfeature-selectionrcppsparse-matrix

7.78 score 35 stars 72 scripts 2.0k downloads

DepthProc - Statistical Depth Functions for Multivariate Analysis

Data depth concept offers a variety of powerful and user friendly tools for robust exploration and inference for multivariate data. The offered techniques may be successfully used in cases of lack of our knowledge on parametric models generating data due to their nature. The package consist of among others implementations of several data depth techniques involving multivariate quantile-quantile plots, multivariate scatter estimators, multivariate Wilcoxon tests and robust regressions.

Last updated 3 years ago

depth-functionsexploratory-data-analysisstatistics

5.28 score 6 stars 2 packages 105 scripts 416 downloads

dragulaR - Drag and Drop Elements in 'Shiny' using 'Dragula Javascript Library'

Move elements between containers in 'Shiny' without explicitly using 'JavaScript'. It can be used to build custom inputs or to change the positions of user interface elements like plots or tables.

Last updated 4 years ago

drag-and-dropshiny

4.83 score 62 stars 22 scripts 220 downloads