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MLPACK
Computer languages C++  +
Full description MLPACK is a C++ machine learning library wMLPACK is a C++ machine learning library with emphasis on scalability, speed, and ease-of-use. Its aim 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 the following algorithms: Collaborative Filtering, Density Estimation Trees, Euclidean Minimum Spanning Trees, Fast Exact Max-Kernel Search (FastMKS), Gaussian Mixture Models (GMMs), Hidden Markov Models (HMMs), Kernel Principal Component Analysis (KPCA), K-Means Clustering, Least-Angle Regression (LARS/LASSO), Local Coordinate Coding, Locality-Sensitive Hashing (LSH), Logistic regression, Naive Bayes Classifier, Neighbourhood Components Analysis (NCA), Non-negative Matrix Factorization (NMF), Principal Components Analysis (PCA), Independent component analysis (ICA), Rank-Approximate Nearest Neighbor (RANN), Simple Least-Squares Linear Regression (and Ridge Regression), Sparse Coding, Tree-based Neighbor Search (all-k-nearest-neighbors, all-k-furthest-neighbors), Tree-based Range Search.thest-neighbors), Tree-based Range Search.
Homepage URL http://mlpack.org  +
Is GNU false  +
Library C++  +
License LGPLv3orlater +
Mathematics statistics  +
Name MLPACK  +
Prerequisite description Armadillo C++ library  + , LAPACK  + , BLAS  +
Prerequisite kind Required to build  + , Required to use  +
Revisionid 20,587  +
Revisiontimestamp 24 January 2014 05:32:55  +
Revisionuser User:Mtall +
Science artificial-intelligence  + , engineering  +
Short description fast C++ machine learning library  +
Use library  + , mathematics  + , science  + , software-development  +
User level intermediate  +
Has queryThis property is a special property in this wiki. MLPACK + , MLPACK + , MLPACK + , MLPACK + , MLPACK + , MLPACK + , MLPACK + , MLPACK + , MLPACK +
Has improper value forThis property is a special property in this wiki. Submitted by  + , Submitted date  +
Modification dateThis property is a special property in this wiki. 25 November 2014 18:57:05  +
Page has default formThis property is a special property in this wiki. Entry  +
Has subobjectThis property is a special property in this wiki. MLPACK + , MLPACK + , MLPACK + , MLPACK + , MLPACK +
hide properties that link here 
MLPACK + Has featured
MLPACK + License of
MLPACK + , MLPACK + , MLPACK + Software prerequisite of
 

 

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