alexandrainst / responsible-aiLinks
Responsible AI knowledge base
β105Updated 2 years ago
Alternatives and similar repositories for responsible-ai
Users that are interested in responsible-ai are comparing it to the libraries listed below
Sorting:
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.β116Updated last year
- TalkToModel gives anyone with the powers of XAI through natural language conversations π¬!β121Updated 2 years ago
- A curated list of awesome academic research, books, code of ethics, data sets, institutes, maturity models, newsletters, principles, podcβ¦β78Updated last week
- Course for Interpreting ML Modelsβ52Updated 2 years ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanationsβ247Updated last year
- A Natural Language Interface to Explainable Boosting Machinesβ68Updated last year
- β31Updated 3 years ago
- Applied Machine Learning Explainability Techniques, published by Packtβ244Updated last year
- β205Updated 4 years ago
- Open-Source Software, Tutorials, and Research on Data-Centric AI π€β338Updated last year
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applicationsβ102Updated 2 years ago
- A tutorial about Machine Learning Interpretabilityβ17Updated 6 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.β89Updated 2 years ago
- Explainable AI with Python, published by Packtβ164Updated 2 years ago
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systemsβ74Updated 3 years ago
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.β43Updated 5 months ago
- β52Updated 4 years ago
- π Minimal examples of machine learning tests for implementation, behaviour, and performance.β264Updated 2 years ago
- Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 π©π½βπ»β471Updated 6 months ago
- A curated list of awesome Fairness in AI resourcesβ327Updated last year
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).β220Updated 2 years ago
- π A curated list of resources dedicated to synthetic dataβ132Updated 3 years ago
- A python package for benchmarking interpretability techniques on Transformers.β214Updated 11 months ago
- An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratchβ170Updated 2 years ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)β83Updated 2 years ago
- PyTorch package to train and audit ML models for Individual Fairnessβ66Updated 3 months ago
- Introduction to Data-Centric AI, MIT IAP 2023 π€β103Updated 2 months ago
- PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group inβ¦β135Updated 6 months ago
- A collection of machine learning model cards and datasheets.β77Updated 3 weeks ago
- β40Updated 2 years ago