dropout#

eclypse.policies.noise.dropout(*, node_assets=None, edge_assets=None, probability=0.05, value=0.0, node_ids=None, node_filter=None, edge_ids=None, edge_filter=None)[source]#

Randomly replace selected asset values with value.

Parameters:
  • node_assets (str | list[str] | None) – Optional node asset key selector.

  • edge_assets (str | list[str] | None) – Optional edge asset key selector.

  • probability (float) – Per-asset probability of replacing the value.

  • value (float) – Replacement value.

  • node_ids (list[str] | None) – Optional explicit node identifiers to mutate.

  • node_filter (NodeFilter | None) – Optional predicate receiving (node_id, data).

  • edge_ids (list[tuple[str, str]] | None) – Optional explicit edge identifiers to mutate.

  • edge_filter (EdgeFilter | None) – Optional predicate receiving (source, target, data).

Returns:

Policy that randomly replaces selected asset values.

Return type:

UpdatePolicy