This repository contains the following fuzzy models:
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Automatic Synthesis of Fuzzy Inference Systems for Classification (AutoFIS - see https://arxiv.org/abs/2003.11235)
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Automatic Synthesis of Fuzzy Inference Systems for Multivariate Time Series (AutoMFIS - see https://www.researchgate.net/publication/310456401_AutoMFIS_Fuzzy_Inference_System_for_multivariate_time_series_forecasting)
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(Under development) Selected Ensemble of Fuzzy Inference Systems (SENFIS - see https://ieeexplore.ieee.org/document/8858805)
AutoFIS is already running under scikit learn Estimator patterns. Check the example notebook in the examples folder