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.
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Discovered Sep 28, 2026
smakonin / uDisagg
uDisagg is an optimized real-time embedded low-frequency load disaggregation algorithm (or disaggregator). This project contains the source code for my PhD thesis experimentation.
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Water disaggregation source code for use with SSHMM_NILM.
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Coursework files from taking the Johns Hopkins University Data Science Specialization Certificate at Coursera.org
smakonin/NILM_PerformanceEval
NILM performance evaluation functions use in the Springer Energy Efficiency journal paper.