python-sklearn – Python modules for machine learning and data mining

scikit-learn is a collection of Python modules relevant to machine/statistical learning and data mining. Non-exhaustive list of included functionality:

  • Gaussian Mixture Models
  • Manifold learning
  • kNN
  • SVM (via LIBSVM)
Package availability chart
Distribution Base version Our version Architectures
Debian GNU/Linux 7.0 (wheezy) 0.11.0-2+deb7u1 0.16.1-2~nd70+1 i386, amd64, sparc, armel
Debian GNU/Linux 8.0 (jessie) 0.14.1-3 0.19.0-1~nd80+1 i386, amd64, sparc, armel
Debian GNU/Linux 9.0 (stretch) 0.18-5 0.19.0-1~nd90+1 i386, amd64, sparc, armel
Debian testing (buster) 0.18-5 0.19.0-1~nd100+1 i386, amd64, sparc, armel
Debian unstable (sid) 0.19.0-1 0.19.0-1~nd+1 i386, amd64, sparc, armel
Ubuntu 12.04 LTS “Precise Pangolin” (precise) 0.10.0-1build1 0.14.1-1~nd12.04+1 i386, amd64, sparc
Ubuntu 14.04 “Trusty Tahr” (trusty) 0.14.1-2 0.18.1-1~nd14.04+1 i386, amd64, sparc
Ubuntu 16.04 “Xenial Xerus” (xenial) 0.17.0-4 0.19.0-1~nd16.04+1 i386, amd64, sparc, armel
Ubuntu 16.10 “Yakkety Yak” (yakkety) 0.17.1-2 0.19.0-1~nd16.10+1 i386, amd64, sparc, armel
Ubuntu 17.04 “Zesty Zapus” (zesty) 0.18-5 0.19.0-1~nd17.04+1 i386, amd64, sparc, armel
Ubuntu 17.10 “Artful Aardvark” (artful) 0.18-5build2    

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