Visualization

Visualization helpers are optional and require matplotlib.

Install visualization dependencies:

pip install -e ".[viz]"

Time Series

from abmforge import plot_timeseries

plot_timeseries(
    result.dataset,
    metric="infected",
)

Multiple Runs

from abmforge import plot_multiple_runs

plot_multiple_runs(
    experiment_result,
    metric="mean_wealth",
)

GridWorld

from abmforge import plot_grid

plot_grid(model.world)

Notes

Visualization helpers are intentionally lightweight. They are designed for quick inspection and teaching workflows rather than publication-ready figures.