oxfordinternetinstitute / oxonfair
Fairness toolkit for pytorch, scikit learn and autogluon
☆21Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for oxonfair
- Conformal Language Modeling☆24Updated 11 months ago
- ☆86Updated last year
- PAIR.withgoogle.com and friend's work on interpretability methods☆149Updated 3 weeks ago
- A Python Data Valuation Package☆28Updated last year
- ☆26Updated 2 years ago
- Get classification risk scores on tabular tasks using LLMs☆11Updated this week
- XAI-Bench is a library for benchmarking feature attribution explainability techniques☆57Updated last year
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.☆17Updated last year
- A fast, effective data attribution method for neural networks in PyTorch☆179Updated this week
- Code to reproduce data for Bias in Bios☆43Updated last year
- ☆58Updated 2 years ago
- Extending Conformal Prediction to LLMs☆58Updated 5 months ago
- ☆87Updated 2 years ago
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆73Updated last year
- Training and evaluating NBM and SPAM for interpretable machine learning.☆76Updated last year
- Repository collecting resources and best practices to improve experimental rigour in deep learning research.☆27Updated last year
- Achieve error-rate fairness between societal groups for any score-based classifier.☆16Updated 6 months ago
- Code and webpages for our study on teaching humans to defer to an AI☆11Updated last year
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆40Updated 2 years ago
- ☆95Updated 2 years ago
- A simple PyTorch implementation of influence functions.☆79Updated 5 months ago
- quica is a tool to run inter coder agreement pipelines in an easy and effective ways. Multiple measures are run and results are collected…☆23Updated 4 years ago
- The code and data for "Are Large Pre-Trained Language Models Leaking Your Personal Information?" (Findings of EMNLP '22)☆19Updated 2 years ago
- Materials for EACL2024 tutorial: Transformer-specific Interpretability☆42Updated 7 months ago
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆47Updated last year
- ☆15Updated 9 months ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆232Updated 3 months ago
- A collection of implementations of fair ML algorithms☆12Updated 6 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆108Updated last week
- A Natural Language Interface to Explainable Boosting Machines☆60Updated 4 months ago