smakonin/SparseNILM
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 paper.
Scripts and things used to create the AMPds dataset.
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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 paper.
Water disaggregation source code for use with SSHMM_NILM.
Coursework files from taking the Johns Hopkins University Data Science Specialization Certificate at Coursera.org
NILM performance evaluation functions use in the Springer Energy Efficiency journal paper.