GitHub - liujian123223/ASSA-iTransformer

Household Energy Consumption Forecasting based on Adaptive Signal Decomposition Enhanced iTransformer Network

Configure the virtual environment according to requirment.txt
Run to get the results of the experiment under 5 families and 4 time steps: bash . /scripts/ASSA-iTransformer.sh
experiment results visualization (to house1 for example) python result_plot_all.py

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
_Support		_Support
data_provider		data_provider
dataset/UK-DALE		dataset/UK-DALE
exp		exp
experiment_result		experiment_result
layers		layers
models		models
scripts		scripts
utils		utils
.gitignore		.gitignore
FFT.py		FFT.py
README.md		README.md
Subsequence_number_experiment.py		Subsequence_number_experiment.py
all_methods_result.py		all_methods_result.py
requirements.txt		requirements.txt
result_plot_all.py		result_plot_all.py
run.py		run.py

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