https://github.com/sadit/textclassification.jl

A text classification library using the microtc approach
https://github.com/sadit/textclassification.jl

text-classification text-processing

Last synced: 3 months ago
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A text classification library using the microtc approach

• Host: GitHub
• URL: https://github.com/sadit/textclassification.jl
• Owner: sadit
• License: mit
• Created: 2019-11-29T00:22:01.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2023-03-24T12:49:18.000Z (about 2 years ago)
• Last Synced: 2025-01-19T05:57:33.323Z (4 months ago)
• Topics: text-classification, text-processing
• Language: Julia
• Homepage:
• Size: 282 KB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# TextClassification.jl

This package provides methods to create fast and simple text classifiers, based on the same idea behind [MicroTC](https://github.com/INGEOTEC/microtc).

The main idea is to perform a model selection among a large space of configurations, including preprocessing steps, weighting schemes, tokenizers (combinations), and classifiers. Moreover, `TextClassification.jl` also includes support for different classifiers and fine-tune them in the search stage; additional support for weighthing shcmes, and a better support for distributed computing thanks to Julia. As the original implementation, this package is designed to be both domain and language independent.