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 Open-Source ultimaker ultimaker (Ultimaker) / debian-backup Project
A certifiably-awesome open-source package repository curated by Ultimaker, hosted by Cloudsmith.
Note: Packages in this repository are licensed as GNU General Public License v3.0 or later (dependencies may be licensed differently).

Debian logo libshogun-dev  3.2.0-8+b1

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 includes the developer files required to create stand-a-lone executables.

License

Unknown

Size

1.5 MB

Downloads

2

Status  Completed
Checksum (MD5) 36d1478c674861cfab02d7d2234bf951
Checksum (SHA-1) f6a4879fe6295aa7153aa64767a7f1fafdbf1809
Checksum (SHA-256) da2e32c0a7f00fc18b66ca9932852a8f2f64ac52c96261894a12174bb5ccb8e0
Checksum (SHA-512) d216832ef242e932dd3d9b8cd5c92e58cea211d1bdf65d8016aff2fa4c177fd0df…
GPG Signature
GPG Fingerprint c0a114330029b468b1146f70c334efcb2c4f9be3
Distribution debian/buster - Debian - 10 (Buster)
Storage Region  Dublin, Ireland
Type  Binary (contains binaries and binary artifacts)
Uploaded At 10 months, 3 weeks ago
Uploaded By alex-borro
Slug Id libshogun-dev_320-8b1_arm64deb-vg4a
Unique Id RAE41Zy2jbpk
Version (Raw) 3.2.0-8+b1
Version (Parsed)
  • Major: 3
  • Minor: 2
  • Patch: 0
  • Pre (Str): (empty)
  • Pre (Num Array): 8
  • Type: SemVer (Strict)
  • Metadata: b1
  extended metadata
Homepage http://www.shogun-toolbox.org
Installed Size 5.1 MB
Maintainer Debian QA Group <packages@qa.debian.org>
Priority optional
Section libdevel
Source shogun (3.2.0-8)
pkg libshogun-dev_3.2.0-8+b1_arm64.… 2
1.5 MB
md5 sha1 sha256 sha512
Package Contents (libshogun-dev_3.2.0-8+b1_arm64.deb)
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This package has 1014 files/directories.

Dependencies

1

Checksum (md5)

87c3419f4d6860eb7891b9068cb090d6

Depends
libshogun16 =3.2.0-8+b1
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These instructions assume you have setup the repository first (or read it).

To install/use libshogun-dev @ version 3.2.0-8+b1 ...

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 libshogun-dev=3.2.0-8+b1
Warning: Note that this package is for Debian 10 (Buster) / arm64 and may only work for that configuration.
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