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Topic > Machine Learning

Bayesian Methods (3 project)
Boosting (7 project)
Genetic Algorithms (2 project)
Model Selection and Validation (9 project)
Neural Networks (2 project)
Random Forests (3 project)
Recursive Partitioning (7 project)
Regularized and Shrinkage Methods (11 project)
Support Vector Machines (1 project)

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15 projects in result set.

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.

Development Status : 5 - Production/Stable [Filter]
Intended Audience : Developers [Filter]
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License : OSI Approved : GNU General Public License (GPL) [Filter]
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Operating System : OS Independent (Now Filtering)
Programming Language : C/C\+\+ [Filter]
Programming Language : R (Now Filtering)
Topic : Graphics : Plotting [Filter]
Topic : Machine Learning [Filter]
Topic : Social Sciences [Filter]

Activity Percentile: 70.00

Registered: 2010-04-13 10:26

1. 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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Programming Language : R (Now Filtering)
Topic : Machine Learning [Filter]
Topic : Numerical Analysis : Numerical Approximation and Computational Geometry [Filter]

Activity Percentile: 60.00

Registered: 2009-03-19 07:42

2. 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.

Development Status : 5 - Production/Stable [Filter]
Environment : Console (Text Based) [Filter]
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License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent (Now Filtering)
Programming Language : R (Now Filtering)
Topic : Datasets [Filter]
Topic : Machine Learning [Filter]

Activity Percentile: 0.00

Registered: 2010-02-10 01:05

3. 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]
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Topic : Machine Learning [Filter]
Topic : Spatial Data & Statistics : Ecological Analysis [Filter]

Activity Percentile: 0.00

Registered: 2014-05-26 16:09

4. 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]
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Programming Language : R (Now Filtering)
Topic : Graphical Models [Filter]
Topic : Machine Learning [Filter]

Activity Percentile: 0.00

Registered: 2010-12-28 07:13

5. 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]
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Topic : Machine Learning [Filter]
Topic : Time Series [Filter]

Registered: 2007-11-29 18:01

6. 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.

Development Status : 1 - Planning [Filter]
Intended Audience : Developers [Filter]
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License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent (Now Filtering)
Programming Language : R (Now Filtering)
Topic : Cluster Analysis [Filter]
Topic : Machine Learning [Filter]
Topic : Multivariate Statistics [Filter]

Activity Percentile: 0.00

Registered: 2012-06-06 05:19

7. 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 (Now Filtering) License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Operating System : OS Independent (Now Filtering) Programming Language : R (Now Filtering) Topic : Chemoinformatics [Filter] Topic : Machine Learning [Filter]	Activity Percentile: 0.00 Registered: 2012-01-19 14:28

8. 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]
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Natural Language : English [Filter]
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Topic : Graphics [Filter]
Topic : Machine Learning [Filter]
Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]

Activity Percentile: 0.00

Registered: 2012-01-04 10:50

9. soRvi - avoimen datan työkalupakki - soRvi on avoimen datan työkalupakki, joka tarjoaa laskennallisia välineitä avointen rajapintojen kautta saatavien tietoaineistojen hakuun, siivoamiseen, yhdistelyyn, louhintaan ja visualisointiin tukien erityisesti suomalaista avoimen datan yhteisöä.

Development Status : 3 - Alpha [Filter]
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Topic : Database : R Interfaces [Filter]
Topic : Machine Learning [Filter]
Topic : Other/Nonlisted Topic [Filter]

Activity Percentile: 0.00

Registered: 2011-10-07 15:24

10. 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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Topic : Machine Learning [Filter]

Activity Percentile: 0.00

Registered: 2011-06-29 20:10

11. 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 (Now Filtering) License : OSI Approved : GNU General Public License (GPL) [Filter] Operating System : OS Independent (Now Filtering) Programming Language : R (Now Filtering) Topic : Machine Learning [Filter]	Activity Percentile: 0.00 Registered: 2011-01-17 19:50

12. 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]
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Topic : Machine Learning [Filter]

Registered: 2010-11-26 16:34

13. 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]
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Topic : Bioinformatics [Filter]
Topic : Machine Learning [Filter]
Topic : Multivariate Statistics : Latent Variable Approaches [Filter]

Activity Percentile: 0.00

Registered: 2010-06-14 20:56

14. 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]

Activity Percentile: 0.00

Registered: 2010-03-16 11:36