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Pylearn2: a machine learning research library

Machine Learning 2013-08-23 v1 Machine Learning Mathematical Software

Abstract

Pylearn2 is a machine learning research library. This does not just mean that it is a collection of machine learning algorithms that share a common API; it means that it has been designed for flexibility and extensibility in order to facilitate research projects that involve new or unusual use cases. In this paper we give a brief history of the library, an overview of its basic philosophy, a summary of the library's architecture, and a description of how the Pylearn2 community functions socially.

Cite

@article{arxiv.1308.4214,
  title  = {Pylearn2: a machine learning research library},
  author = {Ian J. Goodfellow and David Warde-Farley and Pascal Lamblin and Vincent Dumoulin and Mehdi Mirza and Razvan Pascanu and James Bergstra and Frédéric Bastien and Yoshua Bengio},
  journal= {arXiv preprint arXiv:1308.4214},
  year   = {2013}
}

Comments

9 pages

R2 v1 2026-06-22T01:11:56.706Z