Skip to content
#

fairness

Star

Here are 99 public repositories matching this topic...

Language: All
Filter by language
All 99 Jupyter Notebook 31 Python 28 TeX 5 HTML 4 JavaScript 4 R 4 C# 2 Java 2 C 1 Gherkin 1
Sort: Best match
Sort options
Best match Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

jphall663 / interpretable_machine_learning_with_python

Star

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

python data-science machine-learning data-mining h2o gradient-boosting-machine transparency decision-tree fairness lime accountability interpretability interpretable-ai interpretable-ml xai fatml interpretable interpretable-machine-learning iml machine-learning-interpretability
  • Updated Oct 1, 2020
  • Jupyter Notebook
deep-explanation-penalization

laura-rieger / deep-explanation-penalization

Star

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584

python data-science machine-learning ai deep-learning neural-network jupyter-notebook ml pytorch artificial-intelligence convolutional-neural-network fairness interpretability cdep feature-importance recurrent-neural-network interpretable-deep-learning explainable-ai explainability fairness-ml
  • Updated Oct 5, 2020
  • Jupyter Notebook

Improve this page

Add a description, image, and links to the fairness topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the fairness topic, visit your repo's landing page and select "manage topics."

Learn more

You can’t perform that action at this time.