Feature selection for tabular datasets using advanced filter and wrapper methods

All Relevant Feature Selection

A high-level EEG Python library for all kinds of EEG inverse solutions

selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data

Code for Measuring Variable Importance in Heterogeneous Treatment Effects

Learning representative waveforms from EEG independent components

Wavelet based multifractal analysis of 1D signals

Tutorials on wavelet-based multifractal analysis using the pymultifracs library.

Representational Similarity Analysis on MEG and EEG data

Official Code for Paper: "Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization", KDD 2024

Formatting tipps and tricks for LaTeX

New Polars implementation of the classic featurewiz MRMR algorithm. Created by Ram Seshadri. Collaborators welcome.

👑 Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

A repo documenting EEG-Dash data and its usage

Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data

👩🏻‍🏫 Slides for OpenIntro Statistics

A publicly-editable collection of open computational neuroscience resources

🧠 Data-driven head model individualization from digitized electrode positions or photogrammetry for improved M/EEG source localization accuracy in case of unavailable MRI/CT scans

Evaluating the role of EEG data partition for deep learning applications.

An open source tool for large-scale EEG datasets processing