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 Topic > Machine Learning
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25 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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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.
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- Development Status : 2 - Pre-Alpha [Filter]
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Registered: 2011-06-29 20:10 |
1. 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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- Development Status : 5 - Production/Stable [Filter]
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Registered: 2007-05-21 13:55 |
2. 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.
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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Cluster Analysis : Other Cluster Algorithms [Filter]
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Registered: 2009-04-11 15:09 |
3. 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]
- Environment : Console (Text Based) [Filter]
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- Topic : Optimization [Filter]
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Registered: 2012-01-22 07:45 |
4. 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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- 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 |
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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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Datasets [Filter]
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Registered: 2010-02-10 01:05 |
6. 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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- Development Status : 2 - Pre-Alpha [Filter]
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- License : OSI Approved : GNU General Public License (GPL) (Now Filtering)
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- Topic : Chemoinformatics [Filter]
- Topic : Cluster Analysis [Filter]
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Registered: 2007-12-06 13:22 |
7. Classification methods and visualization - Miscellaneous functions for classification and visualization.
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- Development Status : 4 - Beta [Filter]
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- License : OSI Approved : GNU General Public License (GPL) (Now Filtering)
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- Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]
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Registered: 2007-06-11 10:04 |
8. 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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- Topic : Biostatistics & Medical Statistics [Filter]
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Registered: 2010-03-16 11:36 |
9. dismo --- Species Distribtion modeling - Functions for species distribution modeling.
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- Development Status : 4 - Beta [Filter]
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- License : OSI Approved : GNU General Public License (GPL) (Now Filtering)
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- Programming Language : Java [Filter]
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- Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]
- Topic : Spatial Data & Statistics [Filter]
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Registered: 2009-12-07 07:49 |
10. 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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- License : OSI Approved : GNU General Public License (GPL) (Now Filtering)
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Registered: 2011-08-10 16:01 |
11. 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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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Graphics : Plotting [Filter]
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- Topic : Social Sciences [Filter]
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Registered: 2010-04-13 10:26 |
12. 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]
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Registered: 2010-09-22 17:14 |
13. 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]
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Registered: 2011-01-17 19:50 |
14. 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]
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- Topic : Time Series [Filter]
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Registered: 2007-11-29 18:01 |
15. 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 |
16. Recommender Lab - development of recommenderlab was migrated to github (mhahsler/recommenderlab)
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- Development Status : 3 - Alpha [Filter]
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Registered: 2009-04-11 15:07 |
17. 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]
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- Operating System : POSIX : Linux [Filter]
- Programming Language : Fortran [Filter]
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- Topic : Bioinformatics [Filter]
- Topic : High Performance Computing [Filter]
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Registered: 2012-08-10 08:48 |
18. 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]
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- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2014-05-26 16:09 |
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]
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Registered: 2010-11-26 16:34 |
25 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
