fn_registry/python/functions/datascience/impute.md

name, kind, lang, domain, version, purity, signature, description, tags, uses_functions, uses_types, returns, returns_optional, error_type, imports, tested, tests, test_file_path, file_path

name	kind	lang	domain	version	purity	signature	description	tags	uses_functions	uses_types	returns	returns_optional	error_type	imports	tested	tests	test_file_path	file_path
impute	function	py	datascience	1.0.0	pure	def impute(data: list) -> list	Reemplaza None y NaN con la media de los valores validos.	imputation missing python				false		math	false			python/functions/datascience/datascience.py

Ejemplo

impute([1.0, None, 3.0, float('nan'), 5.0])
# [1.0, 3.0, 3.0, 3.0, 5.0]

Notas

Detecta tanto None como float('nan'). Si no hay valores validos, rellena con 0.0.