https://github.com/darkmastercello/data-ethics-project
This Notebook explores fairness in machine learning models using the Fairlearn library. It includes data preprocessing, model training (Logistic Regression), and fairness evaluation using metrics like demographic parity ratio and demographic parity difference.
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
○CITATION.cff file
-
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
-
○Academic links in README
-
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (2.2%) to scientific vocabulary
Last synced: 9 months ago
·
JSON representation
Repository
This Notebook explores fairness in machine learning models using the Fairlearn library. It includes data preprocessing, model training (Logistic Regression), and fairness evaluation using metrics like demographic parity ratio and demographic parity difference.
Basic Info
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Created over 1 year ago
· Last pushed over 1 year ago
Owner
- Name: Marcellus Mwangi
- Login: darkmastercello
- Kind: user
- Repositories: 1
- Profile: https://github.com/darkmastercello
GitHub Events
Total
- Create event: 2
Last Year
- Create event: 2