Examples Gallery

The examples gallery provides working code samples demonstrating what can be done with the naplib library.

Fitting Banded Ridge TRF Models

Banded Ridge: Robustness Check with Null Bands

Banded Ridge: Robustness Check with Null Bands

TRF Comparison: Iterative RidgeCV vs. Banded Regularization

TRF Comparison: Iterative RidgeCV vs. Banded Regularization

Plotting intracranial electrodes on the brain

Plot Intracranial Electrodes

Plot Intracranial Electrodes

Data Manipulation

Importing Data from BIDS

Importing Data from BIDS

Array operations in naplib

Array operations in naplib

Data Objects in naplib

Data Objects in naplib

Preprocessing Neural Response Data

Preprocessing Neural Response Data

Integrating naplib with Other Python Toolboxes

Plotting EEG Topomap of Alpha/Theta Ratio with MNE

Plotting EEG Topomap of Alpha/Theta Ratio with MNE

Statistical Testing

Linear Mixed Effects Models

Linear Mixed Effects Models

Stimulus Reconstruction

Stimulus Reconstruction Basics

Stimulus Reconstruction Basics

Fitting STRF Models

STRF Models Basics

STRF Models Basics