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install NILMTK following the MD file: https://github.com/nilmtk/nilmtk/blob/master/docs/manual/user_guide/install_user.md
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install tqdm: conda install -c conda-forge tqdm
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download the REDD low frequency dataset: https://drive.google.com/file/d/1PHHJItWrSH9HPirI6E-lM1fZZGOfYR5X/view?usp=sharing
4.extract the dataset into 'data/REDD/low_freq' directory