Tutorials/Example Notebooks

These examples are available as executable Jupyter Notebooks from the Github repository (the files ending in .ipynb). The link to the notebook files is given at the end of each page.

Each Notebook comes with a link that looks like this:

When clicking on this link, the notebook will open in an interactive session in your browser without the need to install pypillometry at all.

List of Notebooks:

• Importing Data Example
  • Generalize to multiple similar datasets
  • Storing/Loading several datasets
• Pipeline-based processing in pypillometry
• Blink preprocessing
  • Blink detection
  • Merging blinks
  • Interpolating blinks
• Plotting pupillometric data for exploration
  • plot_segments()
  • blinks_plot()
• Summarizing pupillometric data
• Event-Related Pupil Dilations
• Modeling the pupillometric signal
  • Traditional approaches for disentangling tonic and phasic components
  • Advance methods for tonic/phasic component estimation
• Example: Preprocessing of a full dataset with multiple subjects