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SHAP-In-NLP

wideraHannes•PUBLIC

Code for my thesis about SHAP. Implementation of DecisionTree, SVM, BERT on 2 Datasets Imdb and Argument Mining

argument-miningbachelor-thesisbertexplainable-aiinterpretable-deep-learninginterpretable-machine-learning

Created on Jun 13, 2023

Updated on Mar 6, 2026

Stars

5

Forks

0

Watchers

5

Open Issues

0

Repository Health Score

❤️

45/100

Poor

Overall repository health assessment

Score Breakdown

Activity

Slow updates - updated within 3 months

10/30

33%

machine-learning

nlp

overview

sentiment-analysis

shap

shapley-additive-explanations

thesis

transformer

Community

5 stars, 0 forks

0/30

0%

Documentation

Has description, wiki

15/20

75%

Maintenance

0.0% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Jupyter Notebook

99.8%

Python

0.2%

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

wideraHannes

User

35

commits

Recent Commits

Update README with analysis and explainer details

Johannes Widera•2 months ago

d90c012View on GitHub

Update README.md

Johannes Widera•2 years ago

24e5629View on GitHub

Rename Hannes-BA.pdf to thesis.pdf

Johannes Widera•2 years ago

bb4085eView on GitHub

Add files via upload

Johannes Widera•2 years ago

2a24674View on GitHub

cleaned up code

wideraHannes•2 years ago

3df4920View on GitHub

added comments and cleaned up

wideraHannes•2 years ago

0149872View on GitHub

added readme and minor adjustments

wideraHannes•2 years ago

ce73c03View on GitHub

cleaned code up

wideraHannes•2 years ago

9b9e7daView on GitHub

updated highlight signalword

wideraHannes•2 years ago

1e76ea0View on GitHub

clean up 1

wideraHannes•2 years ago

6e711abView on GitHub

added claim detection code

wideraHannes•2 years ago

01b5b3fView on GitHub

added claim_detection preview

wideraHannes•2 years ago

f742068View on GitHub

added README for finetuned models

wideraHannes•2 years ago

356f3a9View on GitHub

updated fine_tune_sentiment code to current colab

wideraHannes•2 years ago

a7ea20cView on GitHub

added html preview

wideraHannes•2 years ago

6f10bb2View on GitHub

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