Tutorials and Exercises accompanying lectures of ANDA-NI 2024.

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README.md

ANDA-NI Tutorials 2024

Udo Ernst: Spectral Analysis

Instructions for the exercises are provided in the file ANDA2024_Training_Spectral.pdf.

Exercises for individual methods are contained in the test-* files. The second part of the exercise is contained in the notebook ANDA2024_Spectral_DataAnalysis.ipynb.

To get started, create a Python environment using the environment.yml file provided.

Andrea Brovelli: Neuronal Interactions

The folder tutorials/notebooks contains a series of 5 exercises based on the Frites software package, which are replicated from https://github.com/brainets/CookingFrites. Part 0 explains the usage of xarray, a Python package used to represent data in Frites. Tutorials 1-4 then cover the various stages of a Frites workflow based on an example sEEG dataset. Information on the various stages of the workflow, and on the dataset details are located in the folder tutorials/slides.html. Each tutorial goes through a sequence of processing steps on the example datasets, and ends on a practical exercise to explore the dataset further.