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 Topic > Machine Learning
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34 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. Species Distribution Modelling - sdm is an extendable framework to develop species distributions models using individual and community-based approaches, generate ensembles of models, evaluate the models, and predict species potential distributions in space and time.
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- Development Status : 4 - Beta [Filter]
- Environment : Console (Text Based) [Filter]
- Environment : Web Environment [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- Intended Audience : Other Audience [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning [Filter]
- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Activity Percentile: 0.00
Registered: 2014-05-26 16:09 |
1. Mixed-pair mutual information estimators - Fast calculation mutual information for comparisons between all types of variables including continuous vs continuous, continuous vs discrete and discrete vs discrete. Also provides jackknife bias correction and tests for association.
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- Development Status : 4 - Beta [Filter]
- Environment : Console (Text Based) [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : MacOS [Filter]
- Operating System : Microsoft : Windows [Filter]
- Operating System : POSIX : Linux [Filter]
- Programming Language : Fortran [Filter]
- Programming Language : R [Filter]
- Topic : Bioinformatics [Filter]
- Topic : High Performance Computing [Filter]
- Topic : Machine Learning [Filter]
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Activity Percentile: 0.00
Registered: 2012-08-10 08:48 |
2. High-Dimensional Metrics - This package provides the implementation of selected high-dimensional statistical and econometric methods which enable estimation and valid post-selection inference on treatment and structural parameters in a high-dimensional setting.
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Registered: 2015-05-24 13:36 |
3. TreeRank - TreeRank is a R-package for building tree-based ranking rules through the tree induction method proposed in Clémençon and Vayatis (2009). It also comprises a list of routines for reading or visualizing ranking trees.
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R [Filter]
- Programming Language : Tcl [Filter]
- Topic : Machine Learning [Filter]
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Activity Percentile: 0.00
Registered: 2011-01-24 16:08 |
4. Classification methods and visualization - Miscellaneous functions for classification and visualization.
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- Development Status : 4 - Beta [Filter]
- Development Status : 5 - Production/Stable [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning [Filter]
- Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]
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Registered: 2007-06-11 10:04 |
5. Local Classification Methods - Collection of local classification methods and tools for analysis of the misclassification rate in terms of bias and variance
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- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning [Filter]
- Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]
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Activity Percentile: 0.00
Registered: 2011-08-10 16:01 |
6. shikken: interface to the shogun-toolbox - A wrapper to the shogun-toolbox, a large-scale machine learning library, which makes its functionality available to the R journeyman in an idiomatic manner.
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- Development Status : 2 - Pre-Alpha [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning [Filter]
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Activity Percentile: 0.00
Registered: 2011-06-29 20:10 |
7. Class Prediction - A suite of packages that can bu used for "class prediction" problems. Includes tools to standardize training-testing regimens and cross-validation schemes.
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- Development Status : 5 - Production/Stable [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : Artistic License [Filter]
- Natural Language : English [Filter]
- Programming Language : R [Filter]
- Topic : Bioinformatics : Statistics [Filter]
- Topic : Machine Learning [Filter]
- Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]
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Activity Percentile: 0.00
Registered: 2014-02-03 16:15 |
8. qsaR in R - This project aims at building a flexible framework for working with QSAR in R.
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- Development Status : 5 - Production/Stable [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : BSD License [Filter]
- Natural Language : English [Filter]
- Operating System : MacOS [Filter]
- Operating System : Microsoft [Filter]
- Operating System : POSIX : Linux [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : Java [Filter]
- Programming Language : R [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Chemoinformatics [Filter]
- Topic : Machine Learning [Filter]
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Activity Percentile: 0.00
Registered: 2012-10-22 23:24 |
9. Classification rules - An R package for learning classification rules from data.
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Registered: 2012-04-10 12:11 |
10. RDataMining - a package for data mining - A comprehensive R Package for Data Mining, with contributions from many R users.
If you have developed or will implement any data mining algorithms in R, please participate in this project to make your work available to R users worldwide.
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- Development Status : 1 - Planning [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R [Filter]
- Topic : Cluster Analysis [Filter]
- Topic : Machine Learning [Filter]
- Topic : Multivariate Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2012-06-06 05:19 |
11. partDSA - partDSA is a novel tool for generating a piecewise constant estimation list of increasingly complex predictors based on an intensive and comprehensive search over the entire covariate space.
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- Development Status : 4 - Beta [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning [Filter]
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Activity Percentile: 0.00
Registered: 2011-01-17 19:50 |
12. dismo --- Species Distribtion modeling - Functions for species distribution modeling.
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- Development Status : 4 - Beta [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Programming Language : Java [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning [Filter]
- Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]
- Topic : Spatial Data & Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2009-12-07 07:49 |
13. soRvi - avoimen datan työkalupakki - soRvi on avoimen datan työkalupakki, joka tarjoaa laskennallisia välineitä avointen rajapintojen kautta saatavien tietoaineistojen hakuun, siivoamiseen, yhdistelyyn, louhintaan ja visualisointiin tukien erityisesti suomalaista avoimen datan yhteisöä.
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- Development Status : 3 - Alpha [Filter]
- Environment : Console (Text Based) [Filter]
- Environment : Web Environment [Filter]
- Environment : X11 Applications [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- Intended Audience : Other Audience [Filter]
- License : OSI Approved : BSD License [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R [Filter]
- Topic : Database : R Interfaces [Filter]
- Topic : Machine Learning [Filter]
- Topic : Other/Nonlisted Topic [Filter]
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Activity Percentile: 0.00
Registered: 2011-10-07 15:24 |
14. bootFS - bootFS is a convenient wrapper to multiple methods for two-class or multi-class classification and feature selection in high-throughput omics-data. It is designed to translate individual feature sets into biologically meaningful and robust biomarkers.
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- Intended Audience : End Users/Desktop [Filter]
- Programming Language : R [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Machine Learning [Filter]
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Activity Percentile: 0.00
Registered: 2012-09-12 10:13 |
15. stream - data stream mining - A framework for data stream modeling and associated data mining tasks such as clustering and classification. Development of this package was supported in part by NSF IIS-0948893. Stream is now maintained on github at http://github.com/mhahsler/stream
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- Development Status : 4 - Beta [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : Java [Filter]
- Programming Language : R [Filter]
- Topic : Cluster Analysis [Filter]
- Topic : Machine Learning [Filter]
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Registered: 2010-09-22 17:14 |
16. Dynamic Time Warp - Comprehensive implementation of Dynamic Time Warping algorithms in R. Supports arbitrary local (eg symmetric, asymmetric, slope-limited) and global (windowing) constraints, fast native code, several plot styles, and more.
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- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning [Filter]
- Topic : Time Series [Filter]
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Registered: 2007-11-29 18:01 |
17. Probabilistic Suffix Trees - The PST library allows to fit and visualize Probabilistic Suffix Trees (PST), the construction that stores Variable Length Markov Chains (VLMC). Fitted PSTs can be used to predict, generate or impute categorical sequences.
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- Development Status : 4 - Beta [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R [Filter]
- Topic : Graphics [Filter]
- Topic : Machine Learning [Filter]
- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
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Activity Percentile: 0.00
Registered: 2012-01-04 10:50 |
18. 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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- Development Status : 4 - Beta [Filter]
- Environment : Console (Text Based) [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- Intended Audience : Other Audience [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R [Filter]
- Topic : Graphical Models [Filter]
- Topic : Machine Learning [Filter]
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Activity Percentile: 0.00
Registered: 2010-12-28 07:13 |
19. Learn user preferences - Active machine learning methods are used to guess user intent in interactive R sessions, leading to more sensible, user-specific defaults for various functions.
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- Development Status : 1 - Planning [Filter]
- Environment : Console (Text Based) [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning [Filter]
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Registered: 2010-11-26 16:34 |
34 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
