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0. Matrix Methods and Classes - R package Matrix provides a hierarchy of matrix classes, both dense & sparse. Numerous methods & operations on these matrices using BLAS & Lapack; further CHOLMOD and other libraries from the SuiteSparse collection.
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Activity Percentile: 83.33
Registered: 2007-08-17 17:30 |
1. pcurve: principal curves - Package pcurve fits principal curves in high dimensions. It can be thought of as a non-linear form of PCA. pcurve is an R port of Glenn De'aths pcurve library for S-Plus.
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Registered: 2013-05-30 16:42 |
2. randomForest - randomForest provides an R interface to the classification and regression algorithm proposed by Leo Breiman.
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Registered: 2009-09-14 13:01 |
3. simecol - Ecological Models with R - simecol allows to implement ecological models (ODEs, IBMs, ...) using a template-like object-oriented stucture. It helps to organize scenarios and may also be useful for other areas.
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Registered: 2008-02-20 20:34 |
4. colorspace: Computing with Colorspaces - Functions for computing coordinate conversions between colorspaces.
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Registered: 2007-02-15 19:23 |
5. NMF - Nonnegative Matrix Factorization - This package provides a flexible framework to perform Non-negative Matrix Factorization (NMF).
It implements a set of already published algorithms and seeding methods, and provides a framework
to test, develop and plug new/custom algorithms.
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Registered: 2010-01-07 14:13 |
6. sensitivity - A collection of functions for factor screening and global sensitivity analysis of model output.
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Registered: 2008-07-15 09:49 |
7. CoreArray - The package provides a high-level R interface to CoreArray Genomic Data Structure (GDS) data files, which are portable across platforms and include hierarchical structure to store multiple scalable array-oriented data sets with metadata information.
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Registered: 2014-05-31 04:36 |
8. Functional diversity - The "Functional diversity" project is based on the FD package, which can compute different multidimensional FD indices. It also contains other useful tools for functional ecology, e.g. trait-based community assembly via maximum entropy models.
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Registered: 2009-06-30 15:23 |
9. Graphical Multiple Comparison Procedure - This package provides functions and a graphical user interface for graphical described multiple test procedures (sequentially rejective, Simes and parametric).
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Registered: 2010-02-17 13:06 |
10. coin: Conditional Inference Procedures - Conditional inference procedures for the general independence
problem including two-sample, K-sample (non-parametric ANOVA), correlation,
censored, ordered and multivariate problems.
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Registered: 2012-01-26 14:41 |
11. Circular Statistics - This is the circular package build over the R port of the CircStats package by Ulric Lund from 'Topics in circular Statistics' (2001) S. Rao Jammalamadaka and A. SenGupta, World Scientific.
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Registered: 2007-11-06 22:41 |
12. Activated Region Fitting - Activated Region Fitting (ARF) is a program for functional Magnetic Resonance Imaging (fMRI) data analysis. ARF uses Gaussian shape spatial models to parameterize active brain regions.
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Registered: 2008-09-18 11:23 |
13. R package for spatial data classes - An R-package for dealing with spatial data in R; the sp package provide classes and methods for spatial data (points, lines, polygons, grids). Other r-spatial packages hosted here are classInt, splancs, spgrass6, spgwr and DCluster.
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Registered: 2011-02-18 20:53 |
14. TopKLists - The package includes tools for inference, aggregation, and visualization of multiple ranked lists. Consolidated information from two or more such lists comprising the same set of objects can be obtained. Incomplete rankings and partial lists are allowed.
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Registered: 2010-05-06 10:59 |
15. signal - A set of generally Matlab/Octave-compatible signal processing functions. Includes filter generation utilities, filtering functions, resampling routines, and visualization of filter models.
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Registered: 2009-12-03 16:50 |
16. related - Genetic relatedness in R - An R package that allows users to estimate pairwise relatedness of individuals based on codominant molecular markers, and also has simulation functions for comparing the performance of different estimators and for testing the resolution of a data set.
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Registered: 2014-04-09 08:33 |
17. vegan - Community Ecology Package - 'vegan' is a CRAN package for the analysis of ecological communities. It has tools for analysing ecological diversity, and for the multivariate analysis of communities (NMDS, pCCA, pRDA etc.) - Development on R-Forge discontinued, go to https://github.com/vegandevs/
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Registered: 2007-09-05 13:59 |
18. Rmpfr: Multiple Precision Floatingpoint - Multiple precision numbers & computations for R via GNU MPFR http://www.mpfr.org
S4 classes and methods, e.g., for 2-argument dispatch in arithmetic.
Considering interface to GMP-based R packages using MP integer or rational arithmetic.
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Registered: 2009-03-19 07:42 |
19. Curve Estimation etc - Nonparametric Curve Estimation and Related Topics
- univariate normal mixtures - `nor1mix`
- Kernel Regression Smoothing with Local or Global Plug-in Bandwidth - `lokern`
- locally adaptive nonparametric regression (kernel, local polynomial) - `lpridge'
- constrained B-splines - `cobs`
- plugin density estimates - `plugdensity`
- single index models - possibly constrained, e.g. to convex curves - `simest`
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Registered: 2010-07-27 17:16 |
49 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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