The community continued version of protected_attributes for Rails 5+
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Updated
Aug 21, 2024 - Ruby
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protected-attributes
Here are 7 public repositories matching this topic...
Moderate Parameters Gem
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Updated
Jul 21, 2023 - Ruby
code for "Erasure of Unaligned Attributes from Neural Representations"
nlp
privacy
unsupervised-learning
nlp-machine-learning
fairness
privacy-protection
protected-attributes
debiasing
fairness-ml
post-hoc-analysis
debiasing-neural-networks
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Updated
Jul 4, 2023 - Python
code for "Spectral Removal of Guarded Attribute Information"
nlp
nlp-machine-learning
fairness
privacy-protection
protected-attributes
debiasing
fairness-ml
post-hoc-analysis
debiasing-neural-networks
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Updated
Apr 29, 2023 - Jupyter Notebook
NLPGuard: A Framework for Mitigating the use of Protected Attributes in NLP
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Updated
Nov 12, 2024 - Python
The aim of the project is to apply different global, local and performance interpretability methods as well as model fairness evaluations to a dataset with protected attributes. The dataset regards traffic violations in Montgomery, Maryland, USA. This is a fork of a group project of my Data Science for Business Master's Degree at HEC Paris.
protected-attributes
interpretable-ai
interpretable-machine-learning
fairness-ai
fairness-ml
traffic-violation
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Updated
Nov 10, 2023 - Jupyter Notebook
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Updated
Aug 21, 2024 - Python
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