[ ソース: dimbl ]
パッケージ: dimbl (0.17-2)
Distributed Memory Based Learner
Dimbl is a wrapper around the k-nearest neighbor classifier in TiMBL, offering parallel classification on multi-CPU machines. Dimbl splits the original training set, builds separate TiMBL classifiers per training subset, and merges their nearest-neighbor sets per classified instance
Dimbl's features are:
* Wraps neatly around TiMBL, retaining all command line options; * Knows what to do with your multiple, duo, or quad cores; * Makes use of the OpenMP specification for parallel programming; * Can attain superlinear speed gains compared to standard TiMBL.
Dimbl is a product of the ILK Research Group (Tilburg University, The Netherlands).
If you do scientific research in Natural Language Processing using the Memory-Based Learning technique, Dimbl will likely be of use to you.
その他の dimbl 関連パッケージ
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- dep: libc6 (>= 2.34)
- GNU C ライブラリ: 共有ライブラリ
以下のパッケージによって提供される仮想パッケージでもあります: libc6-udeb
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- dep: libgcc-s1 (>= 3.0)
- GCC 共有ライブラリ
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- dep: libgomp1 (>= 4.9)
- GCC OpenMP (GOMP) サポートライブラリ
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- dep: libicu72 (>= 72.1~rc-1~)
- Unicode 用の国際化コンポーネント
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- dep: libstdc++6 (>= 13.1)
- GNU 標準 C++ ライブラリ v3
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- dep: libticcutils9 (>= 0.34)
- utility functions used in the context of Natural Language Processing (library)
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- dep: libtimbl7 (>= 6.9)
- Tilburg Memory Based Learner - runtime