mlresearch.utils.parallel_loop

mlresearch.utils.parallel_loop(function, iterable, n_jobs=None, progress_bar=False, description=None)

Parallelizes a loop (passed as a function), given an iterable. Optionally, progress with a description may be displayed.

Warning

The progress bar tracks job starts, not completions.

Parameters:

functionfunction

The function to which the elements in the iterable will passed to. Must have a single parameter.

iterableiterable

Object to be looped over.

n_jobsint, default=None

Number of jobs to run in parallel. None means 1 unless in a joblib.parallel_backend context. -1 means using all processors.

Returns:

outputlist

The list with the results produced using function across iterable.