- Open an issue in this respository: https://github.com/PAIR-code/what-if-tool/issues/new
- Give feedback on the what-if tool: https://goo.gl/forms/gPZJZE40siPuCTB42
https://pair-code.github.io/what-if-tool/index.html#demos
https://archive.ics.uci.edu/ml/datasets/census+income
- Data: https://www.kaggle.com/danofer/compass
- Data direct link: https://storage.googleapis.com/what-if-tool-resources/computefest2019/compass.zip
- Original article: https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing
- Data methodology: https://www.propublica.org/article/how-we-analyzed-the-compas-recidivism-algorithm
- Rejoinder: http://www.crj.org/assets/2017/07/9_Machine_bias_rejoinder.pdf
- COMPAS binary classification: https://colab.research.google.com/github/pair-code/what-if-tool/blob/master/WIT_COMPAS.ipynb
- UCI census binary classification model comparison: https://colab.research.google.com/github/pair-code/what-if-tool/blob/master/WIT_Model_Comparison.ipynb
- Regression for age prediction using UCI census: https://colab.research.google.com/github/pair-code/what-if-tool/blob/master/WIT_Age_Regression.ipynb
- Text toxicity model comparison: https://colab.research.google.com/github/pair-code/what-if-tool/blob/master/WIT_Toxicity_Text_Model_Comparison.ipynb