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GitHub / ogencoglu / fair_cyberbullying_detection
Source code and models for the paper "Cyberbullying Detection with Fairness Constraints". IEEE Internet Computing, 2020
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ogencoglu%2Ffair_cyberbullying_detection
Stars: 18
Forks: 3
Open Issues: 2
License: mit
Language: Jupyter Notebook
Repo Size: 598 KB
Dependencies:
12
Created: about 4 years ago
Updated: 4 months ago
Last pushed: about 1 year ago
Last synced: 2 months ago
Topics: algorithmic-fairness, constrained-optimization, cyberbullying, cyberbullying-detection, deep-learning, ethical-artificial-intelligence, fairness, health-informatics, machine-learning, natural-language-processing, sentence-embeddings, social-media-analysis, text-classification
Files
Dependencies
- Keras ==2.3.1
- matplotlib ==3.1.3
- mlxtend ==0.17.2
- numpy ==1.18.1
- pandas ==0.24.0
- plotly ==4.6.0
- scikit-learn ==0.22.1
- scipy ==1.4.1
- sentence-transformers ==0.2.5.1
- tensorflow ==2.0.0
- tensorflow-constrained-optimization ==0.2
- torch ==1.4.0