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Machine Learning Researcher -Interested in exploring the foundations of deep learning through the lens of information theory.
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OdysseasKr/neural-disaggregator
OdysseasKr/neural-disaggregator PublicCode for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.
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Neural-Fourier-Energy-Disaggregation
Neural-Fourier-Energy-Disaggregation PublicA pytorch implementation of the architecture of the proposed model Neural Fourier Energy Disaggregation (NFED) for the problem of non-intrusive load monitoring (NILM).
Python 6
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pooling-operations-and-information-theory
pooling-operations-and-information-theory PublicThis repository contains the experiments that are described in the paper "A Theoretical Analysis of Pooling Operation Using Information Theory"
Jupyter Notebook 4
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