Abstract: Recent studies have revealed the significant potential of spatiotemporal graph neural networks for multivariate time series forecasting with missing values. These methods typically represent ...

Abstract: Heterogeneous graphs provide a powerful framework for modeling complex relationships across multiple modalities, such as text, images, and structured subgraphs. A central question addressed ...

$ pip install -U pip pytest codecov coverage pytest-cov $ pytest -v --cov-config=.coveragerc --cov-report term --cov=gklearn gklearn/tests/ ...

The SQLite of graph databases. Embedded, Cypher-native, zero infrastructure. SparrowDB is an embedded graph database. It links directly into your process — Rust, Python, Node.js, or Ruby — and gives ...