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O V E R V I E W   O F   T H E   F O L D E R S 
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- The code folder contains the codes to run the experiments. Please go to this folder to run the experiments.

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- The data folder contains some datasets from the UCR archive where the data are already tensor type.

Link UCR archive: https://www.cs.ucr.edu/%7Eeamonn/time_series_data_2018/

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- The results folder will be filled with results once the experiments have been run. 

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- The DataSummary.csv file contains information about datasets in the UCR archive. 

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R E F E R E N C E S
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Some parts of our codes re-used the following open access works: 

- https://github.com/zalandoresearch/pytorch-vq-vae
- https://github.com/White-Link/UnsupervisedScalableRepresentationLearningTimeSeries
- https://github.com/swasun/VQ-VAE-Speech

We thank them for their work.