Practicals
Practical Sessions
Hands-on notebooks and exercises for the course.
Pandas Basics
Introduction to tabular data manipulation with Pandas.
Plot Basics
Basic scientific visualization techniques.
DataFrames
Working with structured datasets and transformations.
Xarray in 45 Minutes
Introduction to xarray for multidimensional labeled data.
Xarray + Flowmaps
Spatial mobility analysis with xarray and flowmaps.
Basic SIR Model
First epidemic simulation using SIR dynamics.
Basic Example
Simple epidemic simulation example.
Lattice Mobility
Spatial epidemic spreading on mobility lattices.
Quarantine Strategies
Modeling interventions and quarantine dynamics.
Parallel Computing
Parallel execution examples and HPC workflows.
Evolutionary Algorithms
Optimization using CMA-ES and evolutionary methods.
Processing Zones
Utilities for processing spatial zones and datasets.