Python sleep-stage-classification

Open-source Python projects categorized as sleep-stage-classification
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Topics: Deep Learning transfer-learning time-series unsupervised-learning Eeg
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Top 3 Python sleep-stage-classification Projects

  • TS-TCC

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

  • AdaTime

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

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  • eval_ssl_ssc

    [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

What are some of the best open-source sleep-stage-classification projects in Python? This list will help you:

Project Stars
1 TS-TCC 315
2 AdaTime 152
3 eval_ssl_ssc 31

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