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Category:  Science » Math » Numerical Analysis » Software UPDATE URL | REPORT BROKEN LINK

MLPACK Scalable C++ Machine Learning Library

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MLPACK is a fast C++ machine learning library (classification, regression, clustering, etc). The aim of MLPACK is to make machine learning possible for novice users by means of a simple, consistent API, while simultaneously exploiting C++ language features to provide maximum performance and flexibility for expert users. MLPACK contains algorithms such as k-means, Gaussian mixture models, hidden Markov models, density estimation trees, kernel PCA, independent component analysis, locality-sensitive hashing, sparse coding, logistic regression, collaborative filtering, etc.
URL: http://mlpack.org
Title: MLPACK: A Scalable C++ Machine Learning Library
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Description:

MLPACK contains algorithms such as k-means, Gaussian mixture models, hidden Markov models, density estimation trees, kernel PCA, independent component analysis, locality-sensitive hashing, sparse coding, logistic regression, collaborative filtering, etc.

Category: Regression - Armadillo - Classification - Data Mining - Machine Learning - C++ - Mlpack - Libmlpack - Tree-based Methods - Dual-tree Algorithm


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