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 Open-Source — ultimaker ultimaker (Ultimaker) / debian-backup — Project
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Debian logo python-shogun  3.2.0-5.2

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One-liner (summary)

Large Scale Machine Learning Toolbox

Description

SHOGUN - is a new machine learning toolbox with focus on large scale kernel methods and especially on Support Vector Machines (SVM) with focus to bioinformatics. It provides a generic SVM object interfacing to several different SVM implementations. Each of the SVMs can be combined with a variety of the many kernels implemented. It can deal with weighted linear combination of a number of sub-kernels, each of which not necessarily working on the same domain, where an optimal sub-kernel weighting can be learned using Multiple Kernel Learning. Apart from SVM 2-class classification and regression problems, a number of linear methods like Linear Discriminant Analysis (LDA), Linear Programming Machine (LPM), (Kernel) Perceptrons and also algorithms to train hidden markov models are implemented. The input feature-objects can be dense, sparse or strings and of type int/short/double/char and can be converted into different feature types. Chains of preprocessors (e.g. substracting the mean) can be attached to each feature object allowing for on-the-fly pre-processing.

SHOGUN comes in different flavours, a stand-a-lone version and also with interfaces to Matlab(tm), R, Octave, Readline and Python. This package contains the static and the modular Python interfaces.

License

Unknown

Size

2.9 MB

Downloads

0

Tags

debian/buster deb arm64 main latest

Status  Completed
Checksum (MD5) ed765c8a718c38b7bbe8053141184594
Checksum (SHA-1) 0651cb1bda9daa880564f978f2bc68daa8a4444c
Checksum (SHA-256) d61882a503776554d5972020c3ebd409ba8e2d5da266042e39eca93998ef9244
Checksum (SHA-512) 622ec71d8abce6bc87f7d25c5a951b36d8d1af26d2fb4641d4086b0e30019207a3…
GPG Signature
Download
GPG Fingerprint c0a114330029b468b1146f70c334efcb2c4f9be3
Distribution debian/buster - Debian - 10 (Buster)
Storage Region  Dublin, Ireland
Type  Binary (contains binaries and binary artifacts)
Uploaded At 6 months ago
Uploaded By alex-borro
Slug Id python-shogun_320-52_arm64deb-8xmg
Unique Id N6LDWw1gxPDX
Version (Raw) 3.2.0-5.2
Version (Parsed)
  • Major: 3
  • Minor: 2
  • Patch: 0
  • Pre (Str): (empty)
  • Pre (Num Array): 5.2
  • Type: SemVer (Strict)
  extended metadata
Homepage http://www.shogun-toolbox.org
Installed Size 18.6 MB
Maintainer Soeren Sonnenburg <sonne@debian.org>
Priority optional
Section python
pkg python-shogun_3.2.0-5.2_arm64.d… 0
2.9 MB 		md5 sha1 sha256 sha512
Package Contents (python-shogun_3.2.0-5.2_arm64.deb)
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This package has 422 files/directories.

Dependencies

12

Checksum (md5)

6d9edb8d42ef4c6702e924945bd64fec

Depends
libc6 >=2.17
Depends
libgcc1 >=1:4.7
Depends
libpython2.7 >=2.7
Depends
libshogun16
Depends
libstdc++6 >=4.5
Depends
python <<2.8
Depends
python >=2.7
Depends
python-numpy >=1:1.8.0
Depends
python-numpy-abi9
Recommends
python-matplotlib
Recommends
python-scipy
Provides
python2.7-shogun
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image::https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/python-shogun/3.2.0-5.2/a=arm64;xc=main;d=debian%252Fbuster;t=binary/?render=true[link="https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/python-shogun/3.2.0-5.2/a=arm64;xc=main;d=debian%252Fbuster;t=binary/",title="This version of 'python-shogun' @ Cloudsmith"]
<a href="https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/python-shogun/3.2.0-5.2/a=arm64;xc=main;d=debian%252Fbuster;t=binary/"><img src="https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/python-shogun/3.2.0-5.2/a=arm64;xc=main;d=debian%252Fbuster;t=binary/?render=true" alt="This version of 'python-shogun' @ Cloudsmith" /></a>

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[![Latest version of 'python-shogun' @ Cloudsmith](https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/python-shogun/latest/a=arm64;xc=main;d=debian%252Fbuster;t=binary/?render=true&show_latest=true)](https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/python-shogun/latest/a=arm64;xc=main;d=debian%252Fbuster;t=binary/)
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   :target: https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/python-shogun/latest/a=arm64;xc=main;d=debian%252Fbuster;t=binary/
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rendered as: Latest version of 'python-shogun' @ Cloudsmith

These instructions assume you have setup the repository first (or read it).

To install/use python-shogun @ version 3.2.0-5.2 ...

To install packages, you can quickly setup the repository automatically (recommended): 

curl -1sLf \
  'https://dl.cloudsmith.io/public/ultimaker/debian-backup/setup.deb.sh' \
  | sudo -E bash

If you need to force a specific distribution, release/version, architecture, or component (if supported), you can also do that (e.g. if your system is compatible but not identical): 

curl -1sLf \
  'https://dl.cloudsmith.io/public/ultimaker/debian-backup/setup.deb.sh' \
  | sudo -E distro=debian codename=buster arch=ARCH component=COMPONENT bash

or ... you can manually configure it yourself before installing packages: 

apt-get install -y debian-keyring  # debian only
apt-get install -y debian-archive-keyring  # debian only
apt-get install -y apt-transport-https
# For Debian Stretch, Ubuntu 16.04 and later
keyring_location=/usr/share/keyrings/ultimaker-debian-backup-archive-keyring.gpg
# For Debian Jessie, Ubuntu 15.10 and earlier
keyring_location=/etc/apt/trusted.gpg.d/ultimaker-debian-backup.gpg
curl -1sLf 'https://dl.cloudsmith.io/public/ultimaker/debian-backup/gpg.C334EFCB2C4F9BE3.key' |  gpg --dearmor >> ${keyring_location}
curl -1sLf 'https://dl.cloudsmith.io/public/ultimaker/debian-backup/config.deb.txt?distro=debian&codename=buster&component=main' > /etc/apt/sources.list.d/ultimaker-debian-backup.list
sudo chmod 644 ${keyring_location}
sudo chmod 644 /etc/apt/sources.list.d/ultimaker-debian-backup.list
apt-get update
sudo apt-get install python-shogun=3.2.0-5.2
Warning: Note that this package is for Debian 10 (Buster) / arm64 and may only work for that configuration.
Still stuck? Need help? Don't panic. Just contact us for help (even if you're not a customer).
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