campa.tl.create_cluster_data

create_cluster_data(experiment_dir, subsample=False, frac=0.005, save_dir=None, cluster=False)[source]

Create (subsampled) data for clustering.

Uses dataset used to train experiment.

Parameters

  • experiment_dir (str) – Experiment directory relative to EXPERIMENT_PATH.

  • subsample (bool) – Subsample the data.

  • frac (float) – Fraction of pixels to use for clustering if subsample is True.

  • save_dir (str | None) – Directory to save subsampled cluster data, relative to experiment_dir. Default is aggregated/sub-FRAC.

  • cluster (bool) – Use cluster parameters in Experiment config to cluster the subsetted data.

Return type

None