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.
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entropyfeature-selectionrcppsparse-matrixcpp
8.94 score 36 stars 1 dependents 123 scripts 5.5k downloadsDepthProc - 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.
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depth-functionsexploratory-data-analysisstatisticsopenblascppopenmp
6.57 score 8 stars 2 dependents 130 scripts 422 downloadsdragulaR - 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.
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drag-and-dropshiny
5.17 score 62 stars 24 scripts 349 downloads