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ANOVA Bayesian Bioinformatics Bioinformatics & Biostatistics Biostatistics C++ Cancer Chemoinformatics Classification Clustering Copynumber DNA Ecology Economics Finance GUI Genetic Algorithms Genetics HTML Machine Learning Machine learning Mixture Multiple Comparisons Multivariate Analysis Multivariate Regression Multivariate Techniques Next generation Sequencing ODE Phylogeny R R-Forge Rcmdr Regression SNP Statistics Time series Visualization Whole-genome bioinformatics biostatistics break detection categorical change detection classification clustering community ecology data mining database datasets dissimilarity distance distributions diversity dynamic systems ecological models ecology econometrics economics epidemiology finance gene expression generalized linear models genetics graphics high dimentional data likelihood linear models machine learning microarray missing data missing values mixed effect models mixed model model comparison model estimation model selection movement multivariate multivariate regression multivariate statistics non-parametrics nonlinear models nonparametric optimization parametric model permutation tests phylogeny plotting political analysis prediction psychology raster regression remote sensing reporting robust robust statistics simulation soil spatial spatial autocorrelation spatial classes spatial data spatial methods spatial point patterns spatial regression spatio-temporal species distribution models survival teaching text mining time series visualization

6 projects in result set.
Augmented Prediction and Variable Select - The project is be focused on the development of R wrappers for glmnet package in order to evaluate the added value of multiple predictors set to the predictive model. In addition the quality of variable selection would be evaluated.
Tags: Multivariate Analysis, Multivariate Regression, PCA, Prediction, R, Rcpp, group lasso, lasso, model selection, regularization, sparse group lasso
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-11-06 13:42

ClustMMDD - This package deals with the two-fold problem of variable selection and clustering by mixture of multinomial models for discrete data. Genotype data are examples of such data with two unordered observations (alleles) at each locus for diploid individual.
Tags: C++, Clustering, EM, Rcpp
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-05-18 21:25

ODE Solvers Compiled On-Demand - The odeintr package generates compiled ODE solvers on-demand. It uses the Boost odeint library and Rcpp.
Tags: C++, Ecology, Economics, Fast, Fisheries, Forestry, HPC, ODE, R, Rcpp, dynamic systems, ecological models, ordinary differential equations, simulation, solver
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-05-06 21:14

R integration for the stk++ library - STK++ is a versatile, fast, reliable and elegant collection of C++ classes for statistics. Using rtkpp, R users and package developers will not need to install STK++ itself in order to use the library.
Tags: Rcpp, Linear Algebra, Clustering, classification, clustering, C++, library
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 89
Activity Ranking: 5
Registered: 2014-08-06 20:09

forestFloor - stable: http://cran.r-project.org/web/packages/forestFloor/index.html dev: https://github.com/sorhawell/forestFloor forestFloor is a package to visualize random forest
Tags: C++, Regression, Bioinformatics, Chemoinformatics, FNN, Machine Learning, Rcpp, classification, cross-validation, data mining, k-NN, nonlinear models, random forest
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-01-01 21:32

netbenchmark - The development version of netbenchmark package, which implements a benchmarking of several gene network inference algorithms from gene expression data.
Tags: Gene expression, R, RStudio, Rcpp, benchmark, gene expression, gene networks, Bioinformatics

Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-11-28 09:55

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