dimbl
Distributed Memory Based Learner
Install
- All systems
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curl cmd.cat/dimbl.sh
- Debian
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apt-get install dimbl - Ubuntu
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apt-get install dimbl - Kali Linux
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apt-get install dimbl - Windows (WSL2)
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sudo apt-get updatesudo apt-get install dimbl - Raspbian
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apt-get install dimbl - Dockerfile
- dockerfile.run/dimbl
dimbl
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.