https://github.com/joseruiz01/bias-fairnessanalysis
Analysis of Students and Parents Datasets for Bias mitigation and Fairness
https://github.com/joseruiz01/bias-fairnessanalysis
bias-mitigation ethnicity-bias-evaluation fairness-testing gender-bias-evaluation income-bias-evaluation parent-education-bias-evaluation student-performance-analysis
Last synced: 2 months ago
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Analysis of Students and Parents Datasets for Bias mitigation and Fairness
- Host: GitHub
- URL: https://github.com/joseruiz01/bias-fairnessanalysis
- Owner: JoseRuiz01
- Created: 2025-04-02T11:13:37.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2025-04-02T11:14:52.000Z (3 months ago)
- Last Synced: 2025-04-02T12:24:49.993Z (3 months ago)
- Topics: bias-mitigation, ethnicity-bias-evaluation, fairness-testing, gender-bias-evaluation, income-bias-evaluation, parent-education-bias-evaluation, student-performance-analysis
- Language: Jupyter Notebook
- Homepage:
- Size: 999 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Bias and Fairness Analysis
This study evaluates bias and fairness in two datasets by analyzing demographic distributions and applying fairness metrics using *IBM AI Fairness 360*.