Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.
SNAP Python code, SWIG related files
Benchmark datasets, data loaders, and evaluators for graph machine learning
GEARS is a geometric deep learning model that predicts outcomes of novel multi-gene perturbations
Discovering novel cell types across heterogenous single-cell experiments
ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more complex, hierarchical concepts, even across domains
LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy