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afterlife-workshop

Open-source Python tools to run bicoherence analysis on EEG EDF files. Built so anyone can clone the repo and verify the same results.

What it does

• Loads standard .edf EEG recordings
• Runs bicoherence (phase coupling) analysis across channels
• Outputs plots and CSV metrics for comparison

Quick start

git clone https://github.com/muffcruster420-bot/afterlife-workshop.git cd afterlife-workshop pip install -r requirements.txt python run_bicoherence.py --edf path/to/your/file.edf

Method

1. Preprocess: bandpass filter, notch filter
2. Segment into epochs
3. Compute bicoherence
4. Save figures to /results

Data used so far

• File 1: [describe source]
• File 2: [describe source]

Results

Add your plot screenshot here. Write 2 to 3 factual sentences about what you saw.

Replicate it

1. Clone repo
2. Add your own .edf to /data
3. Run the command
4. Open an Issue with your results

Roadmap

• Clean up plotting
• Add more public test sets
• Write unit tests
• Document parameters

License

MIT

Contact

GitHub Issues. Building in public.