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36 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. Multiple Cue Probability Learning - mcplR offers a flexible (S4) framework to investigate multiple cue probability learning (MCPL). mcplR incorporates a number of learning models (Rescorla-Wagner, GCM, ALCOVE, etc) in a general state-space framework, where new models can be easily added.
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Registered: 2007-09-07 14:37 |
1. Hyper-g Priors for GAM selection - This R-package implements objective Bayesian model selection with penalised splines, using a so-called hyper-g prior for the parameters in the generalised additive model.
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- Development Status : 4 - Beta [Filter]
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- Topic : Bayesian Statistics : General Model Fitting [Filter]
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Registered: 2011-08-11 09:12 |
2. Clustering using convex fusion penalties - An R/C++ implementation of the clusterpath algorithm described in Hocking et al. 2011, for robust convex clustering using sparsity-inducing fusion penalties.
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- Programming Language : Python [Filter]
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- Topic : Cluster Analysis : Hierarchical Clustering [Filter]
- Topic : Machine Learning : Regularized and Shrinkage Methods [Filter]
- Topic : Optimization [Filter]
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Registered: 2011-05-09 12:56 |
3. Conditional Random Fields - This project provides a set of tools for conditional random fields tasks such as decoding/inference/sampling/training.
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Registered: 2010-12-28 07:13 |
4. partykit: Recursive Partytioning Toolkit - Infrastructure for representing, summarizing, and visualizing tree-structured models. It can be used for constructing or reading tree models from different sources (rpart, RWeka, PMML), sharing
functionality for print/plot/predict methods.
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- Topic : Machine Learning : Recursive Partitioning [Filter]
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Registered: 2008-09-30 11:39 |
5. stringi - stringi is THE R package for correct, fast, convenient and consistent string processing in each locale
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Registered: 2012-12-31 11:09 |
6. Gradient forest - Detecting biological composition patterns along environmental gradients from site-by-species ecological data. Package gradientForest calculates the gradients from split-point importances provided by auxiliary package extendedForest, based on randomForest.
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- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2011-01-06 08:05 |
7. Yasomi: Self-Organising Map in R - Yasomi is Yet Another Self-Organising Map Implementation. It provides an implementation of Kohonen's SOM, with extension to kernel variants and comprehensive visualisation capabilities.
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- Topic : Cluster Analysis [Filter]
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- Topic : Multivariate Statistics : Unsupervised Classification [Filter]
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Registered: 2011-02-25 12:40 |
8. 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 |
9. 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 |
10. digest - 'hash' arbitrary R objects - The digest package provides functions for the creation of `hash'
digests of arbitrary R objects using the md5, sha-1 and crc32
algorithms permitting easy comparison of R language objects.
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Registered: 2008-03-01 16:25 |
11. Models for Data from Unmarked Animals - This is a stub. Development now continues at http://github.com/ianfiske/unmarked.
unmarked analyzes wildlife data arising from many popular wildlife sampling techniques using 2-stage hierarchical models.
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- Topic : Regression Models [Filter]
- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2007-07-25 14:05 |
12. RRegArch - Simulation and Estimation of ARCH, GARCH, TARCH, EGARCH, APARCH model with different conditional means (AR, MA, ARMA, Var In Mean, St Deviation in Mean, multiple linear regression) and different types of conditional distributions.
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- Topic : Econometrics : Time Series Modelling [Filter]
- Topic : Finance : Time Series [Filter]
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Registered: 2009-04-23 12:22 |
13. R interface to GEOS - The package provides tools for interfacing the C++ translation of the Java Topology Suite (GEOS from JTS).
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- Topic : Spatial Data & Statistics : Classes for Spatial Data [Filter]
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Registered: 2009-11-11 10:55 |
14. Earth Mover Distance - EarthMovDist implements the Earth Movers distance in R.
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Registered: 2009-02-17 06:53 |
15. Profile Dirichlet Process Mixtures - This package facilitates profile inference for a class of product partition models (PPM). The Dirichlet process mixture is a specific case in this class. These methods search for the maximum posterior (MAP) estimate for the cluster partition in the PPM.
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- Topic : Bayesian Statistics : General Model Fitting [Filter]
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Registered: 2009-04-24 15:56 |
16. Regression Models for Ordinal Data - This project hosts the R-package 'ordinal'. The ordinal R-package implements likelihood based models for ordinal (ordered categorical) data based on cumulative probabilities in the framework of cumulative link (mixed) models.
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- Topic : Regression Models [Filter]
- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
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Registered: 2010-06-12 18:24 |
17. rvgtest - Test non-uniform RVG - Tools for visualizing and testing defects in non-uniform random variate generators (RVG).
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- Topic : Numerical Analysis : Error Analysis and Interval Analysis [Filter]
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Registered: 2009-10-09 09:57 |
18. gsDesign: Group Sequential Design - Generates group sequential designs using alpha- and beta-spending functions or Wang-Tsiatis (e.g., O'Brien-Fleming and Pocock) boundary families. Many plotting capabilities as well as non-binding futility rules are available. Easily extended.
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Registered: 2008-08-31 13:07 |
19. casper - casper infers alternative splicing from high-throughput sequencing data both for known variants and de novo discovery. We use a Bayesian model with few assumptions, and modern model selection ideas with improved theoretical and computational properties.
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- Topic : Bayesian Statistics [Filter]
- Topic : Bioinformatics : Statistics [Filter]
- Topic : Genetics [Filter]
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Registered: 2011-10-11 08:51 |
36 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
