Implementation of Graph Encoder Embedding in the Ligra framework. This speeds up the original implementation by 10-100x, making Graph Encoder Embedding a very useful tool for learning on Graphs. It ...

import pandas as pd import torch from torch_geometric.data import Data import os.path as osp import numpy as np from ogb.io.read_graph_raw import read_csv_graph_raw, read_csv_heterograph_raw, ...

Abstract: Whereas the literature describes an increasing number of graph algorithms, loading graphs remains a time-consuming component of the end-to-end execution time. Graph frameworks often rely on ...

Abstract: Converting relational data into a property graph is advantageous for relational data analysis using graph algorithms. However, existing methods for constructing property graphs from ...