FalaahArifKhan

OpenXAI

OpenXAI : Towards a Transparent Evaluation of Model Explanations

ml-fairness-gym

fair-classification

Python code for training fair logistic regression classifiers.

nonconformist

Python implementation of the conformal prediction framework.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

folktables

Datasets derived from US census data

fair-classification-with-noisy-labels

delayedimpact

Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)

rawlsnet

Code implementation for RAWLSNET.

bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

superheroes-deep-learning

Thrilling tales of heroic feats by ML's larger-than-life champions.