ResponsiblyAI / responsiblyLinks
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems ππ€π§°
β97Updated last year
Alternatives and similar repositories for responsibly
Users that are interested in responsibly are comparing it to the libraries listed below
Sorting:
- WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Worβ¦β182Updated 3 months ago
- Remove problematic gender bias from word embeddings.β251Updated 2 years ago
- Comparing fairness-aware machine learning techniques.β160Updated 2 years ago
- A library that implements fairness-aware machine learning algorithmsβ126Updated 5 years ago
- Running Prodigy for a team of annotatorsβ53Updated 4 years ago
- Interpretable data visualizations for understanding how texts differ at the word levelβ283Updated 8 months ago
- β58Updated 4 years ago
- End to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python β¦β126Updated this week
- Training Temporal Word Embeddings with a Compassβ65Updated 2 months ago
- Text Mining and Topic Modeling Toolkit for Python with parallel processing powerβ190Updated 2 years ago
- A visual analytic system for fair data-driven decision makingβ26Updated 2 years ago
- Bag of, not words, but tricks!β68Updated 2 years ago
- detect demographic differences in the output of machine learning models or other assessmentsβ318Updated 5 years ago
- Code for Blodgett et al. 2016, Demographic dialectal variation in social mediaβ25Updated 5 years ago
- A Python library for Interpretable Machine Learning in Text Classification using the SS3 model, with easy-to-use visualization tools for β¦β347Updated 2 weeks ago
- Python implementation of Krippendorff's alpha -- inter-rater reliabilityβ92Updated 8 years ago
- Fast computation of Krippendorff's alpha agreement measure in Python.β152Updated 9 months ago
- Catalog of abusive language data (PLoS 2020)β317Updated last year
- A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in β¦β430Updated last year
- python tools to check recourse in linear classificationβ77Updated 4 years ago
- this repo might get acceptedβ28Updated 4 years ago
- Notebooks configured to be run with Binder, usually found on my blog.β42Updated 2 years ago
- Learning Gender-Neutral Word Embeddingsβ47Updated 6 years ago
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensicsβ77Updated 2 years ago
- Sentence transformers models for SpaCyβ107Updated 2 years ago
- β70Updated 2 years ago
- spaCy pipeline object for negating concepts in textβ281Updated 4 months ago
- Research code for auditing and exploring black box machine-learning models.β132Updated 2 years ago
- Code to reproduce data for Bias in Biosβ47Updated 2 years ago
- Hands-on tutorial on ML Fairnessβ72Updated 2 years ago