HELP tabular model

Hi everybody,
I’m new to deep learning and right now I’m stuck in a project I’m doing alone where I want to predict in an EEG pattern if the eyes are open or closed. The problem is that the accuracy is the same from start to end at 64.5%. I’ve tried to change the loss and the bs number but nothing changed. I have no idea what to do. Please help me thanks.

here’s the code:

Hi @simone.parvizi ,

Since EEG are time-series data, so I thought you may be interested in the time series study group thread or in the tsai library that applies DL for time series data. Good lucj with your project!