pymetrics / audit-aiLinks
detect demographic differences in the output of machine learning models or other assessments
☆318Updated 5 years ago
Alternatives and similar repositories for audit-ai
Users that are interested in audit-ai are comparing it to the libraries listed below
Sorting:
- ☆366Updated 4 years ago
- A library that implements fairness-aware machine learning algorithms☆126Updated 4 years ago
- Research code for auditing and exploring black box machine-learning models.☆132Updated 2 years ago
- ☆58Updated 4 years ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆171Updated 2 years ago
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- An open source package that evaluate the fairness of a Neural Network using a fairness metric called p% rule.☆18Updated 6 years ago
- H2O.ai Machine Learning Interpretability Resources☆489Updated 4 years ago
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆165Updated 2 months ago
- Implementation of statistical models to analyze time lagged conversions☆262Updated last year
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆29Updated 6 years ago
- A command line tool to easily add an ethics checklist to your data science projects.☆299Updated last week
- Tensorflow's Fairness Evaluation and Visualization Toolkit☆353Updated last month
- ☆96Updated 5 years ago
- ☆38Updated last year
- ☆102Updated 2 years ago
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆435Updated 7 months ago
- Tutorial for a new versioning Machine Learning pipeline☆80Updated 4 years ago
- A workshop on data privacy methods for data scientists.☆71Updated 3 years ago
- A toolkit that streamlines and automates the generation of model cards☆437Updated 2 years ago
- A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.☆103Updated 3 years ago
- python tools to check recourse in linear classification☆78Updated 4 years ago
- ☆316Updated 2 years ago
- Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰☆96Updated last year
- Data Analysis Baseline Library☆728Updated 9 months ago
- Themis™ is a software fairness tester.☆105Updated 5 years ago
- Open source production model management tool for data scientists☆343Updated 2 months ago
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆682Updated last year
- A Machine Learning System for Data Enrichment.☆525Updated 2 years ago