The Non-Intrusive Load Monitoring Toolkit (NILMTK) helps in analyzing energy data collected in different formats by converting it to a standardized NILMTK-DF using dataset parsers and then providing benchmarking disaggregation algorithms plus comparing the performances of those algorithms using accuracy metrics.