snap-stanford

Pinned Repositories

deepsnap
Python library assists deep learning on graphs
Language:Python550 60 4856
GraphGym
Platform for designing and evaluating Graph Neural Networks (GNN)
Language:Python1.7k 24 49186
GraphRNN
Language:Python415 60 9116
med-flamingo
Language:Python387 15 1633
neural-subgraph-learning-GNN
Language:Jupyter Notebook341 9 3265
ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
Language:Python1.9k 41 298402
pretrain-gnns
Strategies for Pre-training Graph Neural Networks
Language:Python971 18 63162
snap
Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.
Language:C++2.2k 177 170800
snap-python
SNAP Python code, SWIG related files
Language:C++297 63 89107
stark
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases (NeurIPS D&B 2024)
Language:Python306 2 1237

snap-stanford's Repositories

snap-stanford/snap
Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.
Language:C++2.2k 177 170800
snap-stanford/ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
Language:Python1.9k 41 298402
snap-stanford/GraphGym
Platform for designing and evaluating Graph Neural Networks (GNN)
Language:Python1.7k 24 49186
snap-stanford/deepsnap
Python library assists deep learning on graphs
Language:Python550 60 4856
snap-stanford/neural-subgraph-learning-GNN
Language:Jupyter Notebook341 9 3265
snap-stanford/stark
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases (NeurIPS D&B 2024)
Language:Python306 2 1237
snap-stanford/MLAgentBench
Language:Python249 6 635
snap-stanford/relbench
RelBench: Relational Deep Learning Benchmark
Language:Python217 14 4740
snap-stanford/GEARS
GEARS is a geometric deep learning model that predicts outcomes of novel multi-gene perturbations
Language:Python210 6 8241
snap-stanford/UCE
UCE is a zero-shot foundation model for single-cell gene expression data
Language:Python165 12 4628
snap-stanford/roland
Language:Jupyter Notebook127 7 1123
snap-stanford/SATURN
Language:Jupyter Notebook108 6 7517
snap-stanford/conformalized-gnn
Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)
Language:Python72 3 26
snap-stanford/plato
Language:Python66 20 22
snap-stanford/lamp
[ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing
Language:Python37 41 05
snap-stanford/BioDiscoveryAgent
BioDiscoveryAgent is an LLM-based AI agent for closed-loop design of genetic perturbation experiments
Language:Python24 1 24
snap-stanford/le_pde
LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy
Language:Jupyter Notebook22 44 05
snap-stanford/planet
PlaNet: Predicting population response to drugs via clinical knowledge graph
Language:Python18 5 03
snap-stanford/exposure-segregation
Language:Python12 5 0
snap-stanford/llm-social-network
Language:Jupyter Notebook10 2 02
snap-stanford/ViRel
ViRel: Unsupervised Visual Relations Discovery with Graph-level Analogy
Language:Python8 41 25
snap-stanford/caml
Language:Python4 4 20
snap-stanford/relbench-user-study
Language:Python2 1 01
snap-stanford/AutoTransfer
Language:Python1 3 0
snap-stanford/precice
Language:Jupyter Notebook1 2 01
snap-stanford/supply-chains
Language:Jupyter Notebook1 2 1
snap-stanford/UCE_decoder
Language:Jupyter Notebook0 2 11
snap-stanford/ipf-network-inference
Language:Jupyter Notebook4 01
snap-stanford/ogb-web
OGB website
Language:SCSS7 0
snap-stanford/tuneup
Language:Python5 0