https://github.com/z-fran/deap-eeg-emotion-analyse-and-classify

Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析，使用python和DEAP数据集。
https://github.com/z-fran/deap-eeg-emotion-analyse-and-classify

deap-dataset eeg-analysis eeg-classification emotion-analysis

Last synced: about 1 month ago
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Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析，使用python和DEAP数据集。

• Host: GitHub
• URL: https://github.com/z-fran/deap-eeg-emotion-analyse-and-classify
• Owner: Z-Fran
• License: mit
• Created: 2022-04-10T19:33:42.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2025-04-13T06:27:11.000Z (about 2 months ago)
• Last Synced: 2025-04-19T12:13:58.981Z (about 2 months ago)
• Topics: deap-dataset, eeg-analysis, eeg-classification, emotion-analysis
• Language: Jupyter Notebook
• Homepage:
• Size: 28.3 KB
• Stars: 35
• Watchers: 1
• Forks: 7
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# DEAP-EEG-Emotion-Analyse-and-Classify

Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn.

简单的EEG脑电数据情感分析，使用python和DEAP数据集。使用了SVM，KNN，决策树等方法。