This repository is the official implementation of [Enhancing transfer learning for building energy data time series using pattern-based hidden Markov models][https://doi.org/10.26868/25222708.2025.1312]

01_pre-processing :	pre-processing code
			dataset description code
			electricity and metadata from Building data Genome Project 2
			plots PDF

02_pattern-detection:	pHMM code
	plots Folder:	Segmentation plot code
			Clustering plot code
			HMM plot code
			Pickle code for pattern-based-correlation code
			plots PDF



03_pattern_based_correlation:	pattern_based_general_correlation code
				pickle files
				plots pdf

04_LSTM:			LSTM code
				plots pdf

05_DTW:				DTW code
				plots pdf

06_Pearson:			Pearson code
				plots pdf