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
- ☆58Updated 4 years ago
- A library that implements fairness-aware machine learning algorithms☆126Updated 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
- Research code for auditing and exploring black box machine-learning models.☆132Updated 2 years ago
- Bias Auditing & Fair ML Toolkit☆731Updated last week
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- H2O.ai Machine Learning Interpretability Resources☆489Updated 4 years ago
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆164Updated 3 months ago
- ☆330Updated 3 months ago
- ☆103Updated 2 years ago
- Themis™ is a software fairness tester.☆105Updated 5 years ago
- A command line tool to easily add an ethics checklist to your data science projects.☆301Updated 2 weeks ago
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆29Updated 6 years ago
- ☆96Updated 5 years ago
- Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰☆96Updated last year
- An open source package that evaluate the fairness of a Neural Network using a fairness metric called p% rule.☆18Updated 6 years ago
- The Data Linter identifies potential issues (lints) in your ML training data.☆88Updated 7 years ago
- ☆271Updated last year
- General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems☆194Updated 2 weeks ago
- Tensorflow's Fairness Evaluation and Visualization Toolkit☆353Updated 2 months ago
- Library for Semi-Automated Data Science☆344Updated 2 weeks ago
- ☆316Updated 2 years ago
- ☆38Updated last year
- Deep learning with text doesn't have to be scary.☆275Updated 2 years ago
- A visual analytic system for fair data-driven decision making☆26Updated 2 years ago
- simple customizable risk scores in python☆141Updated 2 years ago
- A Machine Learning System for Data Enrichment.☆525Updated 2 years ago
- A repository to house model building experiments and tools that are part of the Conversation AI effort.☆143Updated 3 months ago