Tutorials & Explanations

fairlib Quick-start
Interactive Demos
Adding Customized Datasets
Adding Customized Evaluation Metrics
Adding Customized NN Architecture
Adding Customized Debiasing Methods

Component Reference

Benchmark Datasets
Bias Detection
Bias Mitigation
Hyperparameter Tuning

Scripts Reference

fairlib Cheat Sheet
Analysis Robustness to Label Distribution

API Reference

Analysis Module
Evaluator Module
DataLoader Module
Network Module
Debiasing Module

fairlib

»
Debiasing Module

Debiasing Module

fairlib.src.dataloaders.BT
fairlib.src.networks.DyBT
fairlib.src.networks.FairCL
fairlib.src.networks.INLP
fairlib.src.networks.adv

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