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EarlyMix

Source code (PyTorch) and dataset of the paper "EarlyMix: Hierarchical Mixing for Early Time Series Classification", which is accepted by IEEE International Conference on Multimedia & Expo 2025 (ICME 2025).

Dataset

You can download the dataset from here.

Unzip the dataset and put it in the script/dataset folder.

The file structure is as follows:

script/dataset/
    ChlorineConcentration/
    .../
    ECG200/

Requirements

You can install the requirements by running the following command:

pip install -r requirements.txt

License

License: GPLv3

Copyright (c) 2024-2025 IMU, China & HFUT, China & NUS, Singapore.

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ICME 2025: EarlyMix: Hierarchical Mixing for Early Time Series Classification

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