ResponsiblyAI / responsibly
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems ππ€π§°
β96Updated last year
Alternatives and similar repositories for responsibly:
Users that are interested in responsibly are comparing it to the libraries listed below
- Geolocation Inference for Redditβ12Updated 8 months ago
- Code for Blodgett et al. 2016, Demographic dialectal variation in social mediaβ25Updated 5 years ago
- Notebooks configured to be run with Binder, usually found on my blog.β42Updated last year
- Running Prodigy for a team of annotatorsβ53Updated 4 years ago
- RΓΆttger et al. (ACL 2021): "HateCheck: Functional Tests for Hate Speech Detection Models" - Dataβ57Updated 3 years ago
- Learning Gender-Neutral Word Embeddingsβ46Updated 5 years ago
- A visual analytic system for fair data-driven decision makingβ25Updated 2 years ago
- Comparing fairness-aware machine learning techniques.β160Updated 2 years ago
- β58Updated 3 years ago
- Training Temporal Word Embeddings with a Compassβ64Updated 2 years ago
- WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Worβ¦β177Updated 8 months ago
- Code to reproduce data for Bias in Biosβ46Updated last year
- β35Updated last year
- python tools to check recourse in linear classificationβ75Updated 4 years ago
- Remove problematic gender bias from word embeddings.β245Updated last year
- this repo might get acceptedβ29Updated 4 years ago
- β39Updated 5 years ago
- A library that implements fairness-aware machine learning algorithmsβ125Updated 4 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)β156Updated last year
- NAACL 2019 (Oral): Code for "Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings"β40Updated 5 years ago
- β54Updated 3 years ago
- Hands-on tutorial on ML Fairnessβ70Updated last year
- A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, β¦β80Updated 10 months ago
- Intersectional bias in hate speech and abusive language datasetsβ14Updated last year
- A python package to enrich Twitter Dataβ75Updated last year
- Bag of, not words, but tricks!β68Updated last year
- Package to extract connotation framesβ83Updated last year
- β39Updated 3 years ago
- SemEval 2019 Hyperpartisan News Detection - team Bertha von Suttner contributionβ22Updated 5 years ago
- quica is a tool to run inter coder agreement pipelines in an easy and effective ways. Multiple measures are run and results are collectedβ¦β23Updated 4 years ago