nvflare.app_common.statistics.min_count_cleanser module¶

class MinCountCleanser(min_count: float)[source]¶

Bases: FLComponent, StatisticsPrivacyCleanser

min_count: minimum of data records (or tabular data rows) that required in order to perform statistics: calculation this is part the data privacy policy.

apply(statistics: dict, client_name) → Tuple[dict, bool][source]¶

min_count_validate(client_name: str, statistics: Dict) → Dict[str, Dict[str, bool]][source]¶

validate_inputs()[source]¶

Read the Docs v: main

Versions: latest; stable; 2.4.0; 2.4; 2.3.10; 2.3.9; 2.3.8; 2.3.7; 2.3.6; 2.3.5; 2.3.4; 2.3.3; 2.3.2; 2.3.1; 2.3.0; 2.3; 2.2.1; 2.2; 2.1.1; 2.1.0; 2.1; 2.0; main; dev-2.1; dev

Downloads

On Read the Docs: Project Home; Builds