ChaiWithPy - the technical blog with a dash of tea
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Updated
Jun 9, 2024 - CSS
ChaiWithPy - the technical blog with a dash of tea
An experimental platform for federated learning.
Gno: An interpreted, stack-based Go virtual machine to build succinct and composable apps + Gno.land: a blockchain for timeless code and fair open-source
Repository of the paper "Towards a Human-Centred Fairness Analysis: From Binary to Multiclass and Multigroup Assessment in Graph Neural Network-Based Models for User Profiling Tasks"
A Python package to assess and improve fairness of machine learning models.
A curated list of awesome responsible machine learning resources.
Paper List for Fair Graph Learning (FairGL).
moDel Agnostic Language for Exploration and eXplanation
A curated list of trustworthy deep learning papers. Daily updating...
Evaluating Fairness in Machine Learning: Comparative Analysis of Fairlearn and AIF360
Kubernetes operator for the TrustyAI service
Bias evaluation of Differentially Private NLP models
A system to produce counterfactual explanations for biased recommendation results. We design, implement and evaluate efficient algorithms for computing counterfactual explanations that scale for large datasets.
mlr3 extension for Fairness in Machine Learning
[IJCAI 2024] Redefining Contributions: Shapley-Driven Federated Learning
Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
Build project for all CEDAR Java repositories
Train Gradient Boosting models that are both high-performance *and* Fair!
This repository is for the research project: Is Meritocracy Just? (MERITJUST). Please cite my paper using the link below if you use any of its materials. Duong, K. Is meritocracy just? New evidence from Boolean analysis and Machine learning. J Comput Soc Sc (2024).
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