openml.flows.list_flows

openml.flows.list_flows(offset: Union[int, NoneType] = None, size: Union[int, NoneType] = None, tag: Union[str, NoneType] = None, output_format: str = 'dict', **kwargs) → Union[Dict, pandas.core.frame.DataFrame]

Return a list of all flows which are on OpenML. (Supports large amount of results)

Parameters
offsetint, optional

the number of flows to skip, starting from the first

sizeint, optional

the maximum number of flows to return

tagstr, optional

the tag to include

output_format: str, optional (default=’dict’)

The parameter decides the format of the output. - If ‘dict’ the output is a dict of dict - If ‘dataframe’ the output is a pandas DataFrame

kwargs: dict, optional

Legal filter operators: uploader.

Returns
flowsdict of dicts, or dataframe
  • If output_format=’dict’

    A mapping from flow_id to a dict giving a brief overview of the respective flow. Every flow is represented by a dictionary containing the following information: - flow id - full name - name - version - external version - uploader

  • If output_format=’dataframe’

    Each row maps to a dataset Each column contains the following information: - flow id - full name - name - version - external version - uploader