heyaudace / ml-bias-fairnessLinks
Data and Model-based approaches for Mitigating Bias in Machine Learning Applications
☆22Updated 6 years ago
Alternatives and similar repositories for ml-bias-fairness
Users that are interested in ml-bias-fairness are comparing it to the libraries listed below
Sorting:
- Hands-on tutorial on ML Fairness☆74Updated 2 years ago
- Code for the CUP Elements on text analysis in Python for social scientists☆138Updated 3 years ago
- Comparing fairness-aware machine learning techniques.☆160Updated 2 years ago
- ☆53Updated 5 years ago
- Code for Blodgett et al. 2016, Demographic dialectal variation in social media☆25Updated 6 years ago
- python tools to check recourse in linear classification☆77Updated 4 years ago
- Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰☆97Updated 2 years ago
- ☆171Updated 2 years ago
- A python package to enrich Twitter Data☆75Updated 2 years ago
- Repo for ML for Public Policy Lab course at CMU☆119Updated this week
- A novel dataset containing over 15 Million COVID-19 vaccine-related tweets and 15 Thousand labeled tweet for vaccine misinformation detec…☆33Updated last year
- ☆40Updated 4 years ago
- ☆36Updated 11 months ago
- Package to extract connotation frames☆91Updated 2 years ago
- Code for the paper "Content Analysis of Textbooks via Natural Language Processing".☆62Updated 2 years ago
- COMM 4940: Governing Human-Algorithm Behavior☆22Updated last month
- Data and code to support "Applied Natural Language Processing" (INFO 256, Fall 2021, UC Berkeley)☆56Updated 3 years ago
- Fairness toolkit for pytorch, scikit learn and autogluon☆33Updated last month
- Quick implementation of Monroe et al.'s algorithm for comparing languages☆53Updated 5 years ago
- Learning Gender-Neutral Word Embeddings☆47Updated 6 years ago
- Summer/ winter schools, workshops and conferences in computational social science 🫂☆43Updated last week
- Machine-learning Protest Event Data System☆39Updated last year
- Paper and related materials for Rodriguez & Spirling (JOP, 2022) word embeddings overview and assessment☆49Updated 3 years ago
- Interpretable data visualizations for understanding how texts differ at the word level☆285Updated 10 months ago
- Replication materials for the paper "Tweeting from Left to Right: Is Online Political Communication More Than an Echo Chamber?"☆35Updated 8 years ago
- DEPRECATED - The Concept Mover's Distance Method is now available in the text2map package. Concept Mover's Distance is a way to measure…☆27Updated 4 years ago
- ☆15Updated 5 years ago
- A library that implements fairness-aware machine learning algorithms☆126Updated 5 years ago
- Code for the paper "Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings"☆70Updated 3 years ago
- ☆76Updated 2 years ago