I'm a Psych senior pivoting to AI. I created a complete EEG Analysis Studio using Python (PyQt6 + MNE) for brainwave data. Any feedback?

Mental Clarity & Brain Health
1

Hey everyone,

I’m wrapping up my Psychology degree, but I’ve realized my passion is actually in Data Science and Neuroscience. Instead of just doing tutorials, I built a tool to assist with my research projects.

Introducing NeuroFlow: A desktop app that streamlines the EEG analysis process.

Features:

  • Preprocessing: Automatic filtering and artifact rejection via ICA.
  • Analysis: Calculates ERPs and Time-Frequency (Morlet Wavelets) plots.
  • Connectivity: Evaluates functional brain networks using wPLI.
  • UI: Created with PyQt6 featuring a custom dark theme (since standard Qt looks a bit dated).

It’s entirely open-source. I’m hoping for some input on the code or features from experienced devs!

Repository: https://github.com/rzgrozt/neuroflow
Tech: Python 3.10, MNE-Python, PyQt6, Matplotlib, Scikit-learn.

2 Likes
2

this is just ai-generated junk

3

Did you actually program this or did you just have an AI write it for you?

4

How does this compare to analyzing data with EEGLAB, which is the standard tool in this field?