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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. 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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Registered: 2010-02-10 01:05 |
1. 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 |
2. 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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Registered: 2007-11-29 18:01 |
3. 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 |
4. 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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Registered: 2012-01-22 07:45 |
5. 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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Registered: 2012-08-10 08:48 |
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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Registered: 2007-12-06 13:22 |
7. 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 |
8. 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 |
9. Classification methods and visualization - Miscellaneous functions for classification and visualization.
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Registered: 2007-06-11 10:04 |
10. 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.
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Registered: 2012-01-04 10:50 |
11. Model-Based Network Analysis - Model-based solutions for network analysis. In particular, probabilistic tools for investigating context-specific activation patterns and network topology.
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Registered: 2010-06-14 20:56 |
12. 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 |
13. 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.
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Registered: 2011-10-07 15:24 |
14. 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 |
15. 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 |
16. 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 |
17. dismo --- Species Distribtion modeling - Functions for species distribution modeling.
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Registered: 2009-12-07 07:49 |
18. 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 |
19. 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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Registered: 2009-04-11 15:09 |
28 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
