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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. RecordLinkage: Detecting duplicate data - The package Record Linkage provides stochastical and machine learning methods for detecting duplicates in data and a framework for evaluating these methods. |
- 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]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Machine Learning [Filter]
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Registered: 2010-03-16 11:36 |
1. dismo --- Species Distribtion modeling - Functions for species distribution modeling. |
- 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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Registered: 2009-12-07 07:49 |
2. 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. |
- 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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Registered: 2011-06-29 20:10 |
3. 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. |
- 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]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning [Filter]
- Topic : Numerical Analysis : Numerical Approximation and Computational Geometry [Filter]
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Registered: 2009-03-19 07:42 |
4. FuzzyNumbers - The package provides S4 classes and methods to deal with Fuzzy Numbers (computations of operations on FNs, approximation by trapezoidal/piecewise linear FNs, etc.). It may be used by the researchers in Fuzzy Numbers theory as well as by the practitioners. |
- Development Status : 3 - Alpha [Filter]
- License : OSI Approved : GNU Lesser General Public License (LGPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning [Filter]
- Topic : Multivariate Statistics [Filter]
- Topic : Optimization [Filter]
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Registered: 2012-05-31 10:28 |
5. Forecasting with Artificial Intelligence - The package ForAI uses machine learning methods such as artificial neural networks, support vector regression, extreme learning machines, and evolutionary algorithms for forecasting and prediction. |
- Development Status : 3 - Alpha [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 : POSIX : Linux [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning [Filter]
- Topic : Optimization [Filter]
- Topic : Regression Models [Filter]
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Registered: 2012-01-22 07:45 |
6. 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. |
- 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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Registered: 2011-01-17 19:50 |
7. 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. |
- 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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Registered: 2012-08-10 08:48 |
8. Model-Based Network Analysis - Model-based solutions for network analysis. In particular, probabilistic tools for investigating context-specific activation patterns and network topology. |
- Development Status : 1 - Planning [Filter]
- Environment : Other Environment [Filter]
- Environment : Win32 (MS Windows) [Filter]
- Environment : X11 Applications [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- Intended Audience : Other Audience [Filter]
- License : Other/Proprietary License [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R [Filter]
- Topic : Bioinformatics [Filter]
- Topic : Machine Learning [Filter]
- Topic : Multivariate Statistics : Latent Variable Approaches [Filter]
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Registered: 2010-06-14 20:56 |
9. Classification rules - An R package for learning classification rules from data. |
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Registered: 2012-04-10 12:11 |
10. 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. |
- 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 |
11. Finding word alignment using IBM model 1 - For a given Sentence-Aligned Parallel Corpus, this package aligns words in every sentence pair. Further, it builds a suggested dictionary of two languages based on given corpus. |
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Registered: 2014-11-15 06:43 |
12. 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. |
- 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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Registered: 2014-05-26 16:09 |
13. 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 |
14. 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. |
- 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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Registered: 2012-01-04 10:50 |
15. Local Classification Methods - Collection of local classification methods and tools for analysis of the misclassification rate in terms of bias and variance |
- 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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Registered: 2011-08-10 16:01 |
16. 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. |
- 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 |
17. Recommender Lab - development of recommenderlab was migrated to github (mhahsler/recommenderlab) |
- Development Status : 3 - Alpha [Filter]
- Intended Audience : Developers [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning [Filter]
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Registered: 2009-04-11 15:07 |
18. 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. |
- 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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Registered: 2011-01-24 16:08 |
19. rEMM/TRACDS - Implements TRACDS (Temporal Relationships between Clusters for Data Streams) which adds a temporal/order model to data stream clustering via a dynamically adapting Markov Chain. Supported in part by NSF IIS-0948893 and NHGRI R21HG005912. |
- Development Status : 5 - Production/Stable [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 : Cluster Analysis : Other Cluster Algorithms [Filter]
- Topic : Machine Learning [Filter]
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Registered: 2009-04-11 15:09 |
34 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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