This is a PyTorch implementation of Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification.
If you downloaded the code prior to the latest update, please ensure to update to the current version as it is consistent with the paper.
Download dataset files and place them into the specified folder UEA: http://www.timeseriesclassification.com/Downloads/Archives/Multivariate2018_ts.zip Copy the datasets folder to: Datasets/UEA/
Instructions refer to Unix-based systems (e.g. Linux, MacOS).
This code has been tested with Python 3.7 and 3.8.
pip install -r requirements.txt