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1. TS-TCC TS-TCC Public

   [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

   Python 494 124

2. AttnSleep AttnSleep Public

   [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

   Python 277 74

3. TSLANet TSLANet Public

   [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation model for different time series tasks

   Python 262 40

4. CA-TCC CA-TCC Public

   [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification

   Python 171 39

5. AdaTime AdaTime Public

   [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

   Python 232 26

6. ECGTransForm ECGTransForm Public

   [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional transformer

   Python 69 18