Files

.ipynb_checkpoints
COMPAS example
Legacy
Plot_metrics
Plots
SHAP
- .DS_Store
Xgboost
.DS_Store
Create dummy plot data.ipynb
Evaluation_of_bias_in_ML_algorithms_v31082021.pdf
Get classification metrics.ipynb
Plot measures.ipynb
README.md
Transform data.ipynb
XGBoost A1.ipynb
XGBoost A2 with SHAP plots.ipynb
XGBoost B: dropping gender.ipynb
XGBoost C: gender swap.ipynb
XGBoost D: learning fair representations (LFR).ipynb
XGBoost E: disparate impact removal (DI removal).ipynb
XGBoost F: all mitigation techniques.ipynb
utils_copy.py

SHAP

Remove dummy files

Sep 18, 2021

0e4a79b · Sep 18, 2021

Name		Name	Last commit message	Last commit date
parent directory ..
.DS_Store		.DS_Store	Create folders	Sep 18, 2021