karateclub.dataset¶
-
class
GraphReader
(dataset: str = 'wikipedia')[source]¶ Class to read benchmark datasets for the community detection or node embedding task.
Parameters: dataset (str) – Dataset of interest, one of: ( "facebook"
,"twitch"
,"wikipedia"
,"github"
,"lastfm"
,"deezer"
). Default is ‘wikipedia’.-
get_features
() → scipy.sparse.coo.coo_matrix[source]¶ Getting the node features Scipy matrix.
- Return types:
- features (COO Scipy array) - Node feature matrix.
-
-
class
GraphSetReader
(dataset: str = 'reddit10k')[source]¶ Class to read benchmark datasets for the graph level embedding task.
Parameters: dataset (str) – Dataset of interest one of reddit10k. Default is ‘reddit10k’.