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¦β177Updated 11 months ago
- Training Temporal Word Embeddings with a Compassβ64Updated 2 years ago
- A library that implements fairness-aware machine learning algorithmsβ124Updated 4 years ago
- python tools to check recourse in linear classificationβ76Updated 4 years ago
- Notebooks configured to be run with Binder, usually found on my blog.β42Updated 2 years ago
- Remove problematic gender bias from word embeddings.β248Updated 2 years ago
- Running Prodigy for a team of annotatorsβ53Updated 4 years ago
- Bag of, not words, but tricks!β68Updated last year
- A python package for benchmarking interpretability techniques on Transformers.β211Updated 8 months ago
- XAI Tutorial for the Explainable AI track in the ALPS winter school 2021β58Updated 4 years ago
- diagNNose is a Python library that facilitates a broad set of tools for analysing hidden activations of neural models.β81Updated 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
- Quantifying biases in BERT embeddings pretrained on MIMIC-III clinical notesβ24Updated 4 years ago
- Comparing fairness-aware machine learning techniques.β159Updated 2 years ago
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensicsβ77Updated last year
- A monolingual and cross-lingual meta-embedding generation and evaluation frameworkβ80Updated 3 years ago
- RΓΆttger et al. (ACL 2021): "HateCheck: Functional Tests for Hate Speech Detection Models" - Dataβ59Updated 3 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)β157Updated 2 years ago
- β53Updated 5 years ago
- Geolocation Inference for Redditβ12Updated 11 months ago
- Code for Blodgett et al. 2016, Demographic dialectal variation in social mediaβ25Updated 5 years ago
- To analyze and remove gender bias in coreference resolution systemsβ78Updated 3 weeks 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
- Create interactive textual heat maps for Jupiter notebooksβ196Updated last year
- Find text features that are most related to an outcome, controlling for confounds.β60Updated 10 months ago
- Hands-on tutorial on ML Fairnessβ71Updated last year
- β58Updated 4 years ago
- Interpretable data visualizations for understanding how texts differ at the word levelβ278Updated 3 months ago
- Sentence transformers models for SpaCyβ107Updated 2 years ago
- A python package to enrich Twitter Dataβ75Updated 2 years ago