Package: timbl (6.4.13-1)
Links for timbl
Debian Resources:
Download Source Package timbl:
Maintainers:
- Debian Science Team (QA Page, Mail Archive)
- Joost van Baal-Ilić (QA Page)
- Ko van der Sloot (QA Page)
- Maarten van Gompel (QA Page)
External Resources:
- Homepage [languagemachines.github.io]
Similar packages:
Tilburg Memory Based Learner
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 neighborclassification;
* 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.
Other Packages Related to timbl
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- dep: libc6 (>= 2.14) [amd64]
- GNU C Library: Shared libraries
also a virtual package provided by libc6-udeb
- dep: libc6 (>= 2.17) [arm64]
- dep: libc6 (>= 2.4) [armhf, i386]
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- dep: libgcc1 (>= 1:3.0) [not armhf]
- GCC support library
- dep: libgcc1 (>= 1:3.5) [armhf]
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- dep: libgomp1 (>= 4.2.1)
- GCC OpenMP (GOMP) support library
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- dep: libstdc++6 (>= 5.2)
- GNU Standard C++ Library v3
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- dep: libticcutils5
- utility functions used in the context of Natural Language Processing (library)
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- dep: libtimbl4
- Tilburg Memory Based Learner - runtime
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- dep: libxml2 (>= 2.6.27)
- GNOME XML library
Download timbl
Architecture | Package Size | Installed Size | Files |
---|---|---|---|
amd64 | 84.0 kB | 164.0 kB | [list of files] |
arm64 | 81.5 kB | 156.0 kB | [list of files] |
armhf | 79.2 kB | 131.0 kB | [list of files] |
i386 | 84.0 kB | 162.0 kB | [list of files] |