lydiatliu / delayedimpact
Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)
☆14Updated 2 years ago
Alternatives and similar repositories for delayedimpact
Users that are interested in delayedimpact are comparing it to the libraries listed below
Sorting:
- Code and data for the experiments in "On Fairness and Calibration"☆51Updated 3 years ago
- python tools to check recourse in linear classification☆76Updated 4 years ago
- Implementation of provably Rawlsian fair ML algorithms for contextual bandits.☆14Updated 8 years ago
- ☆9Updated 4 years ago
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- Software and pre-processed data for "Using Embeddings to Correct for Unobserved Confounding in Networks"☆56Updated 2 years ago
- ☆26Updated 7 years ago
- Python code for training fair logistic regression classifiers.☆189Updated 3 years ago
- Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.☆29Updated last year
- A python library to discover and mitigate biases in machine learning models and datasets☆20Updated last year
- ☆87Updated 5 years ago
- Supervised Local Modeling for Interpretability☆29Updated 6 years ago
- Exponential family embeddings (Poisson or Bernoulli) for discrete data☆32Updated 5 years ago
- Model Agnostic Counterfactual Explanations☆87Updated 2 years ago
- ☆53Updated 5 years ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆36Updated 2 years ago
- Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds☆11Updated 5 years ago
- Accompanying source code for "Runaway Feedback Loops in Predictive Policing"☆16Updated 7 years ago
- Blind Justice Code for the paper "Blind Justice: Fairness with Encrypted Sensitive Attributes", ICML 2018☆14Updated 6 years ago
- ☆38Updated last year
- Hands-on tutorial on ML Fairness☆71Updated last year
- ☆29Updated 6 years ago
- Uncertainty in Conditional Average Treatment Effect Estimation☆31Updated 4 years ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆117Updated 4 years ago
- List of python packages for causal inference☆17Updated 3 years ago
- ☆58Updated 4 years ago
- Code for "Neural causal learning from unknown interventions"☆101Updated 4 years ago
- ☆314Updated 2 years ago
- Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)☆43Updated 4 years ago
- ☆32Updated last year