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Open-Source — 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).

timbl 6.4.13-1

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One-liner (summary)

Tilburg Memory Based Learner

Description

Memory-Based Learning (MBL) is a machine-learning method applicable to a wide range of tasks in Natural Language Processing (NLP).

The Tilburg Memory Based Learner, TiMBL, is a tool for NLP research, and for many other domains where classification tasks are learned from examples. It is an efficient implementation of k-nearest neighbor classifier.

TiMBL's features are: * Fast, decision-tree-based implementation of k-nearest neighbor classification; * Implementations of IB1 and IB2, IGTree, TRIBL, and TRIBL2 algorithms; * Similarity metrics: Overlap, MVDM, Jeffrey Divergence, Dot product, Cosine; * Feature weighting metrics: information gain, gain ratio, chi squared, shared variance; * Distance weighting metrics: inverse, inverse linear, exponential decay; * Extensive verbosity options to inspect nearest neighbor sets; * Server functionality and extensive API; * Fast leave-one-out testing and internal cross-validation; * and Handles user-defined example weighting.

TiMBL is a product of the Centre of Language and Speech Technology (Radboud University, Nijmegen, The Netherlands), the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

If you do scientific research in NLP, timbl will likely be of use to you.

License

Unknown

Size

79.2 KB

Downloads

Status	Completed
Checksum (MD5)	1e020da8ac355d39559ec42c555ada8b
Checksum (SHA-1)	d6af82f3f2cb148c14f6518ee66d24420b1f4147
Checksum (SHA-256)	fd9421c851ff9a89f41037c290857d56bb2cc146da21b064d4ba2c42e710a2ce
Checksum (SHA-512)	d3332870382182bef2c37f00b6fa89080ea0537bc080fa4a237232b278506d426e…
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	7 months, 2 weeks ago
Uploaded By
Slug Id	timbl_6413-1_armhfdeb-kn2e
Unique Id	XMIocV9qSiEq
Version (Raw)	6.4.13-1
Version (Parsed)	Major: 6 Minor: 4 Patch: 13 Pre (Str): (empty) Pre (Num Array): 1 Type: SemVer (Strict)
	extended metadata
Homepage	https://languagemachines.github.io/timbl/
Installed Size	131.0 KB
Maintainer	Debian Science Team <debian-science-maintainers@lists.alioth.debian.org>
Priority	optional
Section	science

Dependencies

Checksum (md5)

91e86eafb4c89ecfac52ab3626c5130d

Depends	libc6	>=2.4
Depends	libgcc1	>=1:3.5
Depends	libgomp1	>=4.2.1
Depends	libstdc++6	>=5.2
Depends	libticcutils5
Depends	libtimbl4
Depends	libxml2	>=2.6.27

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|This version of 'timbl' @ Cloudsmith|
.. |This version of 'timbl' @ Cloudsmith| image:: https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/timbl/6.4.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true
   :target: https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/timbl/6.4.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/

image::https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/timbl/6.4.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true[link="https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/timbl/6.4.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/",title="This version of 'timbl' @ Cloudsmith"]

<a href="https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/timbl/6.4.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/"><img src="https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/timbl/6.4.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true" alt="This version of 'timbl' @ Cloudsmith" /></a>

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To embed the badge for the latest package version, use the following:

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

|Latest version of 'timbl' @ Cloudsmith|
.. |Latest version of 'timbl' @ Cloudsmith| image:: https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/timbl/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true&show_latest=true
   :target: https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/timbl/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/

image::https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/timbl/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true&show_latest=true[link="https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/timbl/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/",title="Latest version of 'timbl' @ Cloudsmith"]

<a href="https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/timbl/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/"><img src="https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/timbl/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true&show_latest=true" alt="Latest version of 'timbl' @ Cloudsmith" /></a>

rendered as:

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

To install/use timbl @ version 6.4.13-1 ...

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 timbl=6.4.13-1

Warning: Note that this package is for Debian 10 (Buster) / armhf 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).

Previous Version: 6.4.13-1

Next Version: 6.4.13-1

		timbl 6.4.13-1	debian/buster deb arm64 main latest 81.5 KB — 7 months, 2 weeks ago	0
		timbl 6.4.13-1	debian/buster deb armhf main latest 79.2 KB — 7 months, 2 weeks ago	0
		timbl 6.4.13-1	debian/buster deb arm64 main latest 81.5 KB — 7 months, 2 weeks ago	0

timbl 6.4.13-1

One-liner (summary)

Description

License

Size

Downloads

Tags

This package has 24 files/directories.

timbl

timbl

timbl

Dependencies

Checksum (md5)