gammagl.datasets.Flickr

class Flickr(root: str | None = None, transform: Callable | None = None, pre_transform: Callable | None = None, force_reload: bool = False)

The Flickr dataset from the “GraphSAINT: Graph Sampling Based Inductive Learning Method” paper, containing descriptions and common properties of images.

Parameters:

• root (str, optional) – Root directory where the dataset should be saved.

• transform (callable, optional) – A function/transform that takes in an gammagl.data.Graph object and returns a transformed version. The data object will be transformed before every access. (default: None)

• pre_transform (callable, optional) – A function/transform that takes in an gammagl.data.Graph object and returns a transformed version. The data object will be transformed before being saved to disk. (default: None)

• (bool (force_reload) – (default: False)

• optional) (Whether to re-process the dataset.) – (default: False)

Tip

#nodes	#edges	#features	#classes
89,250	899,756	500	7

url = 'https://docs.google.com/uc?export=download&id={}&confirm=t'

adj_full_id = '1crmsTbd1-2sEXsGwa2IKnIB7Zd3TmUsy'

feats_id = '1join-XdvX3anJU_MLVtick7MgeAQiWIZ'

class_map_id = '1uxIkbtg5drHTsKt-PAsZZ4_yJmgFmle9'

role_id = '1htXCtuktuCW8TR8KiKfrFDAxUgekQoV7'

property raw_file_names: List[str]

The name of the files in the self.raw_dir folder that must be present in order to skip downloading.

property processed_file_names: str

The name of the files in the self.processed_dir folder that must be present in order to skip processing.

download()

Downloads the dataset to the self.raw_dir folder.

process()

Processes the dataset to the self.processed_dir folder.