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ANOVA Bayesian Bioinformatics Bioinformatics & Biostatistics Biostatistics C++ Cancer Chemoinformatics Classification Clustering Copynumber DNA Ecology Economics Finance GUI Genetic Algorithms Genetics HTML Machine Learning Machine learning Mixture Multiple Comparisons Multivariate Analysis Multivariate Regression Multivariate Techniques Next generation Sequencing ODE Phylogeny R R-Forge Rcmdr Regression SNP Statistics Time series Visualization Whole-genome bioinformatics biostatistics break detection categorical change detection classification clustering community ecology data mining database datasets dissimilarity distance distributions diversity dynamic systems ecological models ecology econometrics economics epidemiology finance gene expression generalized linear models genetics graphics high dimentional data likelihood linear models machine learning microarray missing data missing values mixed effect models mixed model model comparison model estimation model selection movement multivariate multivariate regression multivariate statistics non-parametrics nonlinear models nonparametric optimization parametric model permutation tests phylogeny plotting political analysis prediction psychology raster regression remote sensing reporting robust robust statistics simulation soil spatial spatial autocorrelation spatial classes spatial data spatial methods spatial point patterns spatial regression spatio-temporal species distribution models survival teaching text mining time series visualization

22 projects in result set. Displaying 20 projects per page. Projects sorted by alphabetical order.
<1> <2>
ANN - This package provides a feedforward Artificial Neural Network (ANN) optimized by Genetic Algorithm (GA).
Tags: Artificial Neural Network, Machine Learning, C++, Finance, Genetic Algorithms, R
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2011-12-09 18:43

Applied Predictive Modeling - The package is an R companion to the Springer book "Applied Predictive Modeling". It contains several functions and data sets used in the text, as well as R scripts to re-create the analyses in each chapter.
Tags: Classification, Machine Learning, Machine learning, Regression, classification, machine learning, regression
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2013-02-08 18:59

Benchmarking genomic data integration - Comparison pipeline for multi-platform data integration algorithms for functional genomics studies. Provides tools to compare performance between publicly available implementations
Tags: Bioinformatics, CCA, Cancer, Copynumber, Machine Learning, Machine learning, Multivariate Regression, Normalization, R, R-Forge, Whole-genome, analytics, biostatistics, comparative analysis, comparison, data mining, dependence, gene expression, machine learning, microarray, multivariate

Activity Percentile: 0
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Registered: 2011-02-02 00:51

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.
Tags: Bioinformatics, Gene expression, Genetic Algorithms, Machine Learning, Machine learning, Multivariate Regression, Self-Organizing Map, bioinformatics, classification, cross-validation, gene expression, genetic algorithms, machine learning, model, prediction, validation

Activity Percentile: 0
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Registered: 2014-02-03 16:15

Dependency modeling toolbox - Model-based tools for the discovery and analysis of statistical dependencies between data sources.
Tags: Bayesian, CCA, Exponential, Machine Learning, Machine learning, analytics, dependence, machine learning, marginal likelihood, multivariate, pCCA, robust statistics

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Registered: 2010-04-08 11:22

Finding word alignment using IBM model 1 - For a given Sentence-Aligned Parallel Corpus, this package aligns words in every sentence pair. Further, it builds a suggested dictionary of two languages based on given corpus.
Tags: alignment, Machine Learning, NLP, linguistics, data mining

Activity Percentile: 0
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Registered: 2014-11-15 06:43

Hierarchical RandomForest - An R package that runs randomForest as a local classifier at each parent node of a pre-defined tree-like class hierarchy.
Tags: Class Hierarchy, habitat, land-cover, land-use, hierarchical, Classification, Ecology, Machine Learning, Machine learning, accuracy, bioinformatics, biostatistics, classification, ecological models, ecology, machine learning, out-of-bag, random forest
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2015-01-15 14:20

High-Dimensional Metrics - This package provides the implementation of selected high-dimensional statistical and econometric methods which enable estimation and valid post-selection inference on treatment and structural parameters in a high-dimensional setting.
Tags: Treatment Effects, Causal effects, Machine Learning, Multivariate Regression, Structural Equation Modelling, Instrumental Variables, high dimentional data, lasso

Activity Percentile: 0
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Registered: 2015-05-24 13:36

Layered and chained mixture models - Layered and chained mixture models for various univariate and multivariate distributions.
Tags: Bioinformatics, Classification, Clustering, Fuzzy Sets, Graphical model, Machine Learning, Machine learning, Multivariate Analysis, Multivariate Techniques, Whole-genome, classification, clustering, copula, machine learning, mixed model, multivariate statistics, parametric model, mixture model

Activity Percentile: 0
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Registered: 2011-05-10 07:45

MEET.5.1:Motif Element Estimation Tools - MEET 5.1 is an R-package that includes a set of models, aprox. 550, and tools for the detection of cis-regulatory sequences.
Tags: Bioinformatics, Machine Learning, Sequence analysis, entropy, pattern recognition

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Registered: 2011-08-10 14:27

MixCluster - MixCluster performs the cluster analysis of mixed-type data by using a mixture model of Gaussian copulas. Thus, the intra-class dependencies are modelized and the one-dimensional margins of the components follow classical distributions.
Tags: Bayesian, Clustering, Estimation, Gibbs sampling, Machine Learning, Machine learning, Mixture, Multivariate Analysis, PCA, Visualisation, Visualization, clustering, copula, data mining, density estimation, mixed model, mixture, mixture model, mixture modelling, model estimation
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2014-08-11 14:03

New Algorithms for Boosting - In this project recently developed algorithms and variants of L2-Boosting will be implemented in R and provided as an package for other users.
Tags: Bioinformatics, Economics, Machine Learning, Prediction, Statistics
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2016-05-27 06:14

Predictive Modelling Markup Language - Export various models as Predictive Modelling Markup Language (PMML).
Tags: Artificial Neural Network, Boost, Classification, Clustering, Machine Learning, R
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2013-01-28 09:12

Rule-Based Models - This project contains GPL versions of Quinlan's C5.0 and Cubist models.
Tags: Classification, Machine Learning, boosting, classification, machine learning, pattern recognition, rule induction, tree

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Registered: 2011-02-25 15:11

Sparse group lasso [MOVED TO GITHUB] - Algorithms for solving sparse group lasso optimization problems. [MOVED TO GITHUB] https://github.com/vincent-dk
Tags: sparse group lasso, group lasso, lasso, Bioinformatics, Biostatistics, Classification, Machine Learning, Multivariate Analysis, Multivariate Regression

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Registered: 2011-02-28 13:48

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.
Tags: Bioinformatics, Biostatistics, Ecology, Machine Learning, animal, community ecology, ensemble forecasting, raster, spatial, spatial data, spatial methods, species distribution models, species distributions

Activity Percentile: 0
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Registered: 2014-05-26 16:09

autoAnn - automatic annotation package, especially for MOOC dateset
Tags: Machine Learning, Machine learning
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2015-05-23 13:10

forestFloor - stable: http://cran.r-project.org/web/packages/forestFloor/index.html dev: https://github.com/sorhawell/forestFloor forestFloor is a package to visualize random forest
Tags: C++, Regression, Bioinformatics, Chemoinformatics, FNN, Machine Learning, Rcpp, classification, cross-validation, data mining, k-NN, nonlinear models, random forest
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-01-01 21:32

l2boost - Efficient boosting method using the l2-loss function with gradient descent along coordinate direction basis functions for linear regression.
Tags: boosting, critical direction, gradient-correlation, regularization, repressibility, solution path, Machine Learning

Activity Percentile: 0
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Registered: 2012-05-01 11:39

pcurve: principal curves - Package pcurve fits principal curves in high dimensions. It can be thought of as a non-linear form of PCA. pcurve is an R port of Glenn De'aths pcurve library for S-Plus.
Tags: principal curves, ordination, Ecology, Machine Learning, Multivariate Analysis, Multivariate Regression, Multivariate Techniques, community ecology, constrained ordination, ecological models, ecology, environmetrics, machine learning, multivariate, multivariate regression, multivariate smoothing, multivariate statistics

Activity Percentile: 0
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Registered: 2013-05-30 16:42

22 projects in result set. Displaying 20 projects per page. Projects sorted by alphabetical order.
<1> <2>
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