Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
☆100Nov 17, 2023Updated 2 years ago
Alternatives and similar repositories for responsibly
Users that are interested in responsibly are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- NAACL 2019 (Oral): Code for "Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings"☆42Jul 4, 2019Updated 6 years ago
- WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Wor…☆182Nov 24, 2025Updated 6 months ago
- Learning Gender-Neutral Word Embeddings☆47Oct 3, 2019Updated 6 years ago
- Remove problematic gender bias from word embeddings.☆249May 9, 2023Updated 3 years ago
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensics☆79Apr 13, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆16Jun 5, 2019Updated 7 years ago
- Show diff between 2 gem versions☆14Feb 12, 2019Updated 7 years ago
- ☆58Apr 7, 2021Updated 5 years ago
- Papers on fairness in NLP☆451May 2, 2024Updated 2 years ago
- Testing for racial discrimination in police searches of motor vehicles☆19Feb 28, 2020Updated 6 years ago
- Python implementation of R package breakDown☆43Jul 6, 2023Updated 2 years ago
- A cryptographic hash function faster than MD5, SHA-1, SHA-2, and SHA-3☆13Feb 14, 2022Updated 4 years ago
- Practical ideas on securing machine learning models☆37May 27, 2021Updated 5 years ago
- TREC Core track☆11Jul 5, 2017Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Repository for the Tweet2Story framework for the extraction of narratives from tweets.☆13Feb 13, 2022Updated 4 years ago
- Content for the Model Interpretability Tutorial at Pycon US 2019☆41Aug 2, 2024Updated last year
- Bias Auditing & Fair ML Toolkit☆760May 12, 2026Updated 3 weeks ago
- Bookmarklets to highlight or format selected text on a currently viewing webpage.☆19Jan 31, 2023Updated 3 years ago
- Intrinsic Evaluation of pre-trained word embeddings, using large Word Association Dataset: SWOW (Small World of Words)☆11Feb 28, 2024Updated 2 years ago
- 110k Dutch Book Reviews Dataset for Sentiment Analysis☆29Oct 6, 2023Updated 2 years ago
- [ACL 2020] Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation☆27Jul 7, 2020Updated 5 years ago
- Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University☆45Jan 31, 2023Updated 3 years ago
- MRuby binding for TensorFlow Lite☆15Oct 26, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Results of the NeurIPS 2018 Demographics & Inclusion Survey☆10Oct 13, 2019Updated 6 years ago
- ☆15May 12, 2025Updated last year
- Fairness toolkit for pytorch, scikit learn and autogluon☆33Nov 12, 2025Updated 6 months ago
- A version of the SUSTAIN model of category learning (Love, Medin, & Gureckis, 2004) implemented in Python☆20Apr 20, 2016Updated 10 years ago
- Understanding attention for text classification☆16Nov 27, 2020Updated 5 years ago
- A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitig…☆2,820Updated this week
- Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.☆57May 23, 2021Updated 5 years ago
- The reproduce of paper "Continual Vision-Language Representation Learning with Off-Diagonal Information ".(Mod-X)☆12Oct 31, 2023Updated 2 years ago
- Ruby implementation of Boldyreva's order-preserving encryption scheme☆13May 13, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Scripts to evaluate various bias metrics for different NLG models + decoding algorithms☆16Dec 6, 2023Updated 2 years ago
- Data and code for analyzing language associated with fictional characters.☆15Jan 6, 2018Updated 8 years ago
- A library that implements fairness-aware machine learning algorithms☆126Oct 21, 2020Updated 5 years ago
- The source code of a reinforcement learning performance testing framework containing two test agents, namely SaFReL and RELOAD, for gener…☆13Oct 4, 2021Updated 4 years ago
- Find informative examples to efficiently (human)-evaluate NLG models.☆17Apr 22, 2026Updated last month
- ☆11Feb 13, 2023Updated 3 years ago
- Towards Robust Interpretability with Self-Explaining Neural Networks, Alvarez-Melis et al. 2018☆15Oct 28, 2019Updated 6 years ago