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KAOGExp

Scientific research project. Developed with Prof. Dr. João Roberto Bertini Jr.

The final paper was presented in the 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) and can be accessed here.

Dependencies

All the project dependencies can be found under requirements.txt.

Installation

pip install -e kaogexp

If you have some problems with the instalation of the kaog module, you can try it manualy following the steps avaliable in here.

Running

All the experiments and results are located in the main directory. All the scripts used in the paper in the following links:

Using

The KAOGExp can be used creating an object from KAOGExp. To explain one instance, you can use the method explicar(), that requires some parameters like the method to use (Counterfactual or anything implementing MethodAbstract), the data cleaner and the normalizer associated with the dataset and model.


More documentation should be added later.

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Projeto de iniciação científica.

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