MLPACK C++ machine learning library

MLPACK is a fast C++ machine learning library with an 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 maximum flexibility for expert users.

It contains algorithms such as k-means, Gaussian mixture models, hidden Markov models, density estimation trees, kernel PCA, locality-sensitive hashing, sparse coding, linear regression, least-angle regression, etc.

Tags

algorithms artificial_intelligence classification clustering collaborative_filtering data_mining deep_neural_networks linear_algebra machine_learning optimization pattern_recognition regression