nilm topic
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nilm repositories
nilmtk
809
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455
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Non-Intrusive Load Monitoring Toolkit (nilmtk)
awesome-nilm
183
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44
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A curated resources of awesome NILM resources
neural-disaggregator
137
Stars
57
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Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.
neuralnilm
150
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79
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Deep Neural Networks Applied to Energy Disaggregation
SparseNILM
84
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42
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The super-state hidden Markov model disaggregator that uses a sparse Viterbi algorithm for decoding. This project contains the source code that was use for my IEEE Transactions on Smart Grid journal p...
multi-nilm
62
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18
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Multi-NILM: Multi Label Non Intrusive Load Monitoring
LowFreq_DNN-NILM
24
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4
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Overview of research papers with focus on low frequency NILM employing DNNs
neuralnilm_prototype
50
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22
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nnilm
34
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5
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A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.