migalkin

GraphAny

GraphAny: A foundation model for node classification on any graph.

NBFNet_mlx

Neural Bellman-Ford networks implemented in MLX for Apple Silicon

mlx-graphs

Graph Neural Network library made for Apple Silicon

matsciml

Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used materials science datasets, and built on top of PyTorch Lightning, the Deep Graph Library, and PyTorch Geometric.

conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

ULTRA

A foundation model for knowledge graph reasoning

GPSE

Graph Positional and Structural Encoder

subgraph-sketching

code for Graph Neural Networks for Link Prediction with Subgraph Sketching https://arxiv.org/abs/2209.15486

AStarNet

Official implementation of A* Networks

awesome-logical-query

A collection of resources on the topic of Complex Logical Query Answering

geometric-gnn-dojo

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.

probing-graph-transformers

Code for our paper "Attending to Graph Transformers"

ibmb

Influence-Based Mini-Batching (IBMB), as proposed in "Influence-Based Mini-Batching for Graph Neural Networks" (LoG 2022)

RWL

Weisfeiler and Leman Go Relational (LOG 2022)

ogb-lsc-pcqm4mv2

The OGB-LSC is the Large Scale Competition by Open Graph Benchmark to help accelerate research into machine learning on graph structured data

InductiveQE

Official implementation of Inductive Logical Query Answering in Knowledge Graphs (NeurIPS 2022)

lrgb

Long Range Graph Benchmark, NeurIPS 2022 Track on D&B

GNN-QE

Official implementation of Graph Neural Network Query Executor (ICML 2022)

NBFNet-PyG

PyG re-implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

GraphGPS

Recipe for a General, Powerful, Scalable Graph Transformer

torch-ppr

(Personalized) Page-Rank computation using PyTorch

graphworld

torch-max-mem

Decorators for maximizing memory utilization with PyTorch & CUDA

ilpc2022

🏅 KG Inductive Link Prediction Challenge (ILPC) 2022

chemicalx

A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

NodePiece

Compositional and Parameter-Efficient Representations for Large Knowledge Graphs (ICLR'22)

INDIGO

NBFNet

Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

qmlcourse

Курс по квантовому машинному обучению

cqd

Continuous Query Decomposition for Complex Query Answering in Incomplete Knowledge Graphs