Honest dataset cards for public EEG/BCI datasets: leakage-aware baselines, chance/significance, per-class metrics, and MOABB + EEGDash metadata. Not medical software.

EEG Classification using MiniRocket + Ridge Classifier on BCI Competition IV Dataset 2a. Reproducible pipeline for Time-Series feature extraction and classification.

Channel selection for P300 BCI using a continuous-weight evolutionary strategy. Evaluated against oracle, uniform, and SNR-based baselines on the Lee2019_ERP dataset, with cross-subject transfer analysis.

EEG-based asynchronous BCI control vs non-control classification pipeline using CSP and machine learning.