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PyEEGpipeline

A complete pipeline for reading preprocessing and classification of EEG data using different statistical ML models and different deep Learning models

Install / Use

/learn @utkarshshukla2912/PyEEGpipeline
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

EEG Pipeline


├── dataset/
│   ├── class1/ eg happy
|   |   ├── datafile1.mat or datafile1.edf or datafile1.csv
|   |   ├── datafile2.mat or datafile2.edf or datafile2.csv
|   |   └── datafile3.mat or datafile3.edf or datafile3.csv
│   ├── class2/ eg sad
|   |   ├── datafile1.mat or datafile1.edf or datafile1.csv
|   |   ├── datafile2.mat or datafile2.edf or datafile2.csv
|   |   └── datafile3.mat or datafile3.edf or datafile3.csv
│   └── class3/ eg calm
|       ├── datafile1.mat or datafile1.edf or datafile1.csv
|       ├── datafile2.mat or datafile2.edf or datafile2.csv
|       └── datafile3.mat or datafile3.edf or datafile3.csv
|
└── objects/
    ├── preProcessedData/
    |   ├── datafile2.npy
    |   └── datafile2.npy
    └── dataFeatures/
        └── featureExtracted.csv

Related Skills

View on GitHub
GitHub Stars20
CategoryEducation
Updated5mo ago
Forks6

Languages

Python

Security Score

72/100

Audited on Oct 6, 2025

No findings