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16 projects in result set.
0. Modelling Peaks Over Threshold - The project consists in developing functions for peaks over threshold modeling. Most of results come from the extreme value theory (EVT). The EVT is currently extensively used, mostly in environmental sciences and finance. |
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Registered: 2007-09-21 14:29 |
1. arules - Mining Association Rules - Infrastructure for representing, manipulating and analyzing transaction data and patterns (frequent itemsets and association rules).
arules is now maintained on Github: https://github.com/mhahsler/arules
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Registered: 2007-05-21 13:55 |
2. R/GNU Linear Programming Kit Interface - GLPK is an open source software for solving large-scale linear programming (LP), mixed integer linear programming (MILP) and other related problems. Rglpk provides a high level interface to R for solving LP/MILP problems. |
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- Topic : Optimization : Mathematical Programming : Boolean Programming [Filter]
- Topic : Optimization : Mathematical Programming : Integer Programming [Filter]
- Topic : Optimization : Mathematical Programming : Linear Programming [Filter]
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Registered: 2007-11-27 09:48 |
3. SPRINT: Simple Parallel R INTerface - SPRINT is a Simple Parallel R INTerface to High Performance Computing (HPC) that enables biologists to run statistical analysis scripts using R in parallel on HPC clusters. It consists of an HPC harness and a library of parallelized R functions. |
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- Topic : Bioinformatics : Statistics [Filter]
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Registered: 2009-11-20 16:56 |
4. bclust - Bayesian clustering with variable selection is a fully automatic clustering method, designed for low-sample-size-high-dimensional situations. This might be regarded as a high-dimensional variant of the mclust package. |
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- Topic : Bioinformatics : Statistics [Filter]
- Topic : Cluster Analysis : Hierarchical Clustering [Filter]
- Topic : Cluster Analysis : Model-based Clustering [Filter]
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Registered: 2009-02-18 10:01 |
5. FLR - A framework for fisheries modelling and management strategy simulation in R. Models can used to generate accurate simulations of fishery systems: stocks, fleets, assessment and management processes. http://flr-project.org |
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- Topic : Bayesian Statistics : Specific Model Fitting [Filter]
- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2008-12-10 14:47 |
6. doSMP - The doSMP package provides a parallel backend to the foreach package's %dopar% operator, allowing parallel operation on a symmetric multiprocessor workstation. |
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Registered: 2010-11-19 22:27 |
7. GWAtoolbox - An R-package implemented for genome-wide association studies. The main feature is very vast quality check of data before meta-analysis. It provides an extensive list of quality statistics presented using easy-to-use DHTML and graphical outputs. |
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Registered: 2011-03-23 10:20 |
8. SpatialExtremes - The SpatialExtremes package aims to develop tools for the modeling of spatial extremes. The knowledge of the univariate/multivariate distribution of extremes is not enough. This package will try to fill this gap. |
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- Topic : Multivariate Statistics : Latent Variable Approaches [Filter]
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- Topic : Spatial Data & Statistics [Filter]
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Registered: 2008-10-04 11:03 |
9. rgl: 3D visualization support - rgl development has moved to Github.
rgl is a 3D visualization system based on OpenGL. It provides a medium to high level interface for use in R, currently modelled on classic R graphics, with extensions to allow for interaction. |
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- Topic : Graphics : Dynamic Graphics [Filter]
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Registered: 2008-08-16 13:50 |
10. Finite Mixure of AFT and FMR models - FMRS package provides estimation and variable selection in Finite Mixture of Accelerated Failure Time Regression (FMAFTR) and Finite Mixture of Regression (FMR) models with a large number of covariates and/or right censoring and heterogeneous structure. |
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- Topic : Machine Learning : Model Selection and Validation [Filter]
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Registered: 2016-03-07 02:31 |
11. seriation - Infrastructure for seriation - Infrastructure for seriation with an implementation of several seriation/sequencing techniques to reorder matrices, dissimilarity matrices, and dendrograms. Seriation is now maintained on githup at http://github.com/mhahsler/seriation |
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- Topic : Multivariate Statistics : Visualising Multivariate Data [Filter]
- Topic : Optimization : Mathematical Programming : Global Optimization [Filter]
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Registered: 2008-02-01 22:32 |
12. TSP - Traveling Salesperson Problem - Basic infrastructure and some algorithms for the traveling salesperson problem (TSP). The package is now maintained on github at http://github.com/mhahsler/TSP |
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Registered: 2007-02-20 12:47 |
13. labeltodendro - This package converts labels to a dendrogram and can be used to summarize groupings achieved by Markov chain Monte Carlo clustering. |
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- Topic : Bioinformatics : Visualization [Filter]
- Topic : Cluster Analysis : Model-based Clustering [Filter]
- Topic : Machine Learning : Bayesian Methods [Filter]
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Registered: 2009-02-18 09:38 |
14. Estimation and Model Checking for GLSM - This package mainly deals with generalized linear spatial models for estimation, model checking and prediction by using MCMC algorithms. |
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- Topic : Bayesian Statistics : Specific Model Fitting [Filter]
- Topic : Spatial Data & Statistics : Geostatistics [Filter]
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Registered: 2011-08-17 10:52 |
15. Classification and Regression Training - The caret packages contain functions for tuning predictive models, pre-processing, variable importance and other tools related to machine learning and pattern recognition. Parallel processing versions of the main package are also included. |
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Registered: 2008-06-05 19:31 |