BiasNet: Unsupervised Bias Discovery Engine
Developed by Anmol & Sudhanshu
1. Configuration
Upload Dataset
Drop File Here
- or -
Click to Upload
Primary Sensitive Attribute
Secondary Sensitive Attribute (Optional)
Columns to Remove (Optional)
Advanced Settings
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Scaler
StandardScaler
MinMaxScaler
2. Analysis Settings
Clustering Method
Num. Clusters (k)
Find & Suggest k
Analyze for Bias
3. Results
Fairness Analysis
Cluster Profiles
Cluster Deep Dive
Visualizations
Model Diagnostics
Fairness Analysis
Cluster Profiles
Cluster Deep Dive
Visualizations
Model Diagnostics
Fairness Metrics Summary
Download Report (PDF)
Download Data (CSV)