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This repository has been archived by the owner on Oct 7, 2023. It is now read-only.

Releases: LennardZuendorf/uniArchive-legalis

project pre-release (presentation state)

28 Jun 18:22
@LennardZuendorf LennardZuendorf
v0.1
d76f057
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LennardZuendorf Lennard Zündorf
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project pre-release (presentation state) Pre-release
Pre-release

legalis pre-release

Implements

  • Dataset cleaning, preprocessing, and enhancing with 🤗 datasets and ChatGPT API
  • case outcome prediction with sci-kit-learn MultimodalNB and tuned Random Forest Classifier
  • case outcome prediction with fine-tuned German BERT (text classification)
  • python web app powered by Gradio and hosted interference API

Full Changelog: https://github.com/LennardZuendorf/legalis/commits/v0.1

Stats

  • 4 Jupyter notebooks, 3 dataset states in different 🤗 repos, and 1 Gradio app
  • maximum accuracy reached: 70%
Assets 2
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