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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. 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 |
1. Classification methods and visualization - Miscellaneous functions for classification and visualization. |
- 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 |
2. 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 |
3. Conditional Random Fields - This project provides a set of tools for conditional random fields tasks such as decoding/inference/sampling/training. |
- 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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Registered: 2010-12-28 07:13 |
4. 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 |
5. 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 |
6. 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 |
- 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 |
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. 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. |
- Intended Audience : End Users/Desktop [Filter]
- Programming Language : R [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Machine Learning [Filter]
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Registered: 2012-09-12 10:13 |
9. ZooImage - ZooImage is a software (based on R and ImageJ) to analyze plankton samples, using image analysis and machine learning techniques. This is the old repository, please, look at https://github.com/SciViews/zooimage for latest version! |
- Development Status : 5 - Production/Stable [Filter]
- Environment : Other Environment [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 : Java [Filter]
- Programming Language : R [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Machine Learning [Filter]
- Topic : Other/Nonlisted Topic [Filter]
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Registered: 2009-02-18 14:57 |
10. Sequence analysis for social scientists - TraMineR is intended for mining and visualizing sequences of states or events. Its primary aim is the analysis of longitudinal data in the social science field but many of its features may also apply to non temporal data such as text or DNA sequences. |
- 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 : Graphics : Plotting [Filter]
- Topic : Machine Learning [Filter]
- Topic : Social Sciences [Filter]
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Registered: 2010-04-13 10:26 |
11. chemosensors - This package introduces a software tool that allows for the design of synthetic experiments in machine olfaction. |
- 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 : Chemoinformatics [Filter]
- Topic : Machine Learning [Filter]
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Registered: 2012-01-19 14:28 |
12. 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 |
13. 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 |
14. Classification rules - An R package for learning classification rules from data. |
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Registered: 2012-04-10 12:11 |
15. 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 |
16. 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 |
17. 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 |
18. 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 |
19. 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 |
34 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>