python-sklearn – Python modules for machine learning and data mining¶
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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)
| Distribution | Base version | Our version | Architectures |
|---|---|---|---|
| Debian GNU/Linux 10.0 (buster) | 0.20.2+dfsg-6 | 0.20.0+dfsg-2~nd100+1 | i386, amd64, sparc, armel, ppc64el |
| Debian GNU/Linux 11.0 (bullseye) | 0.23.2-5 | ||
| Debian GNU/Linux 9.0 (stretch) | 0.18-5 | 0.19.2-1~nd90+1 | i386, amd64, sparc, armel |
| Debian testing (bookworm) | 1.2.1+dfsg-1 | ||
| Debian unstable (sid) | 1.2.1+dfsg-1 | 0.20.0+dfsg-2~nd+1 | i386, amd64, sparc, armel |
| Ubuntu 16.04 “Xenial Xerus” (xenial) | 0.17.0-4 | 0.19.2-1~nd16.04+1 | i386, amd64, sparc, armel |
| Ubuntu 18.04 “Bionic Beaver” (bionic) | 0.19.1-3 | 0.20.0+dfsg-2~nd18.04+1 | i386, amd64, sparc, armel |
| Ubuntu 20.04 “Focal Fossa” (focal) | 0.22.2.post1+dfsg-5 | ||
| Ubuntu 21.10 “Impish Indri” (impish) | 0.23.2-5ubuntu2 | ||
| Ubuntu 22.04 “Jammy Jellyfish” (jammy) | 0.23.2-5ubuntu6 |