
UCIml
 Referenced in 2918 articles
[sw04074]
 Irvine Machine Learning Repository. We currently maintain 251 data sets as a service ... machine learning community. You may view all data sets through our searchable interface ... site for the Repository. The UCI Machine Learning Repository is a collection of databases, domain ... generators that are used by the machine learning community for the empirical analysis of machine...

ElemStatLearn
 Referenced in 1190 articles
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 from the book: ”The Elements of Statistical Learning, Data Mining, Inference, and Prediction” by Trevor...

C4.5
 Referenced in 1097 articles
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 C4.5: programs for machine learning. (C4.5 has been superseded by C5.0...

PETSc
 Referenced in 1091 articles
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 users it initially has a much steeper learning curve than a simple subroutine library...

LIBSVM
 Referenced in 1044 articles
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 LIBSVM has gained wide popularity in machine learning and many other areas. In this article...

YALMIP
 Referenced in 867 articles
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 entirely based on MATLAB code. Easy to learn : 3 new commands is all the user...

AdaBoost.MH
 Referenced in 433 articles
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 decisiontheoretic generalization of online learning and an application to boosting. In the first ... considerably more general class of learning problems. We show how the resulting learning algorithm ... knowledge about the performance of the weak learning algorithm. We also study generalizations ... boosting algorithm to the problem of learning functions whose range, rather than being binary...

Scikit
 Referenced in 264 articles
[sw08058]
 Scikitlearn: machine learning in python. Scikitlearn is a Python module integrating a wide ... range of stateoftheart machine learning algorithms for mediumscale supervised and unsupervised ... problems. This package focuses on bringing machine learning to nonspecialists using a generalpurpose...

SVMlight
 Referenced in 257 articles
[sw04076]
 regression, and for the problem of learning a ranking function. The optimization algorithms used ... this version is an algorithm for learning ranking functions [Joachims, 2002c]. The goal ... learn a function from preference examples, so that it orders a new set of objects...

ANFIS
 Referenced in 259 articles
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 based fuzzy inference system. The architecture and learning procedure underlying ANFIS (adaptivenetworkbased fuzzy ... adaptive networks. By using a hybrid learning procedure, the proposed ANFIS can construct an input...

glasso
 Referenced in 347 articles
[sw07432]
 graphical lasso [5] is an algorithm for learning the structure in an undirected Gaussian graphical...

GeoGebra
 Referenced in 321 articles
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 powerful features. Authoring tool to create interactive learning materials as web pages. Available in many...

Visual Basic
 Referenced in 296 articles
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 Visual Basic to be relatively easy to learn and use.[1][2] Visual Basic...

WEKA
 Referenced in 272 articles
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 Knowledge Analysis. WEKA is a popular machine learning workbench with a development life of nearly...

Neural Network Toolbox
 Referenced in 174 articles
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 form equation. Neural Network Toolbox supports supervised learning with feedforward, radial basis, and dynamic networks ... also supports unsupervised learning with selforganizing maps and competitive layers. With the toolbox...

Smalltalk
 Referenced in 163 articles
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 educational use, more so for constructionist learning, at the Learning Research Group (LRG) of Xerox...

Geometer's Sketchpad
 Referenced in 223 articles
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 through college—a tangible, visual way to learn mathematics that increases their engagement, understanding...

darch
 Referenced in 210 articles
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 method introduced by the publications ”A fast learning algorithm for deep belief nets...

TensorFlow
 Referenced in 206 articles
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 organization for the purposes of conducting machine learning and deep neural networks research...

PMTK
 Referenced in 143 articles
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 accompany Kevin Murphy’s textbook Machine learning: a probabilistic perspective, but can also be used ... unified conceptual and software framework encompassing machine learning, graphical models, and Bayesian statistics (hence...