campa.tl.run_experiments

run_experiments(exps, mode='all')[source]

Execute experiments.

Runs all given experiments in the given mode. The following modes are available:

  • train: train experiments (if trainable)

  • evaluate: predict experiments on val set and cluster results (on val set)

  • trainval: both train and evaluate

  • compare: generate comparative plots of experiments

  • all: trainval and compare

Parameters
  • exps (Iterable[Experiment]) – Experiments to run.

  • mode (str) – mode, one of “train”, “evaluate”, “trainval”, “compare”, “all”.

Return type

None