Programmatic

Core package-level exports for script use:

• samplers from trailed.sampling

• dataframe helpers from trailed.tabular

• sklearn adapters under trailed.plugins.sklearn

For PyTorch neural network use cases, use the upstream aidos-lab/dect package.

from trailed import compute_ect_from_numpy
from trailed import generate_uniform_directions

directions = generate_uniform_directions(32, 3, seed=42)