Information
Last Update:2021/03/05

Official site

https://scikit-learn.org/stable/index.html

License

BSD license
AvailabilityUnix/Linux (Environment in which Python can be used.)
Core DevelopersFabian Pedregosa, Gael Varoquaux, Alexandre Gramfort, Vincent Michel, and other many contributors (see this page)
Target substance/modelData classification, data regression, clustering
MethodologyMachine learning, data mining, data analysis
ParallelizationParallel computation is supported. The number of parallel jobs can be described by a parameter.
Related keywords
Document
  1. F. Pedregosa, G. Varoquaux, A. Gramfort, B. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, E. Duchesnay, Journal of Machine Learning Research 12, 2825 (2011).
  2. L. Buitinck, G. Louppe, M. Blondel, F. Pedregosa, A. Mueller, O. Grisel, V. Niculae, P. Prettenhofer, A. Gramfort, J. Grobler, R. Layton, J. VanderPlas, A. Joly, B. Holt and G. Varoquaux, ECML PKDD Workshop: Languages for Data Mining and Machine Learning p.108 (2013).
OtherImplemented on Python numerical libraries, Numpy and SciPy. Some core algorithms, which needs fast operation, are written by Cython. BLAS and LAPACK are needed.