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Source code used for the manuscript "Increasing trust in AI through Privacy Preservation and Model Explainability: Federated Learning of Fuzzy Regression Trees", currently under review.

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Unipisa/FederatedFuzzyRegressionTree

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Federated Fuzzy Regression Tree

Prerequisites

Make sure you have installed:

Dependencies

Federated Clustering requires:

  • pandas
  • numpy
  • scikit-learn
  • simpful

Installing the application

To install the application just clone the repository, cd into the folder and run

python setup.py install

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Source code used for the manuscript "Increasing trust in AI through Privacy Preservation and Model Explainability: Federated Learning of Fuzzy Regression Trees", currently under review.

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