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Topic > Machine Learning |
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16 projects in result set.
0. 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]
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Registered: 2011-06-29 20:10 |
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. |
- Development Status : 4 - Beta [Filter]
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- Topic : Bioinformatics [Filter]
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Registered: 2012-08-10 08:48 |
2. 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]
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- Topic : Graphics : Plotting [Filter]
- Topic : Machine Learning [Filter]
- Topic : Social Sciences [Filter]
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Registered: 2010-04-13 10:26 |
3. Classification methods and visualization - Miscellaneous functions for classification and visualization. |
- Development Status : 4 - Beta [Filter]
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- Topic : Machine Learning [Filter]
- Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]
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Registered: 2007-06-11 10:04 |
4. 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]
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- Topic : Machine Learning [Filter]
- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2014-05-26 16:09 |
5. 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]
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- Topic : Graphical Models [Filter]
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Registered: 2010-12-28 07:13 |
6. 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]
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- Topic : Machine Learning [Filter]
- Topic : Numerical Analysis : Numerical Approximation and Computational Geometry [Filter]
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Registered: 2009-03-19 07:42 |
7. 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]
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- Topic : Machine Learning [Filter]
- Topic : Optimization [Filter]
- Topic : Regression Models [Filter]
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Registered: 2012-01-22 07:45 |
8. dismo --- Species Distribtion modeling - Functions for species distribution modeling. |
- Development Status : 4 - Beta [Filter]
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- Programming Language : Java [Filter]
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- 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 |
9. 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]
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- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Machine Learning [Filter]
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Registered: 2010-03-16 11:36 |
10. 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]
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- Topic : Biostatistics & Medical Statistics [Filter]
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Registered: 2009-02-18 14:57 |
11. 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 |
12. 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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- Topic : Machine Learning [Filter]
- Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]
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Registered: 2011-08-10 16:01 |
13. Recommender Lab - development of recommenderlab was migrated to github (mhahsler/recommenderlab) |
- Development Status : 3 - Alpha [Filter]
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Registered: 2009-04-11 15:07 |
14. 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]
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Registered: 2010-11-26 16:34 |
15. 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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- Topic : Cluster Analysis [Filter]
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Registered: 2012-06-06 05:19 |