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 Topic > Machine Learning
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28 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. 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.
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Activity Percentile: 44.44
Registered: 2010-04-13 10:26 |
1. 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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Registered: 2012-06-06 05:19 |
2. 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 |
3. 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.
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Registered: 2010-03-16 11:36 |
4. 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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Registered: 2012-09-12 10:13 |
5. ElemStatLearn - Data sets, functions and examples from the book: "The Elements
of Statistical Learning, Data Mining, Inference, and
Prediction" by Trevor Hastie, Robert Tibshirani and Jerome
Friedman.
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Registered: 2010-02-10 01:05 |
6. qsaR in R - This project aims at building a flexible framework for working with QSAR in R.
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Registered: 2012-10-22 23:24 |
7. dismo --- Species Distribtion modeling - Functions for species distribution modeling.
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Registered: 2009-12-07 07:49 |
8. Classification methods and visualization - Miscellaneous functions for classification and visualization.
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Registered: 2007-06-11 10:04 |
9. 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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Registered: 2010-11-26 16:34 |
10. 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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Registered: 2011-01-17 19:50 |
11. 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!
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Registered: 2009-02-18 14:57 |
12. 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.
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- Topic : Numerical Analysis : Numerical Approximation and Computational Geometry [Filter]
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Registered: 2009-03-19 07:42 |
13. 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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- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2014-05-26 16:09 |
14. 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.
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- Development Status : 3 - Alpha [Filter]
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Registered: 2012-01-22 07:45 |
15. 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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Registered: 2011-06-29 20:10 |
16. 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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Registered: 2011-08-10 16:01 |
17. 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 |
18. 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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Registered: 2014-02-03 16:15 |
19. Cover tree for fast neighbor finding - Cover Trees for fast neighbor searching in metric spaces. A flexible interface for neighbor searching using any proximity function that is a metric.
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Registered: 2007-12-06 13:22 |
28 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
