KiddoZhu

GraphGym

Platform for designing and evaluating Graph Neural Networks (GNN)

language

Shared repository for open-sourced projects from the Google AI Language team.

torchdrug

A powerful and flexible machine learning platform for drug discovery

jurigged

Hot reloading for Python

onnx-tensorflow

Tensorflow Backend for ONNX

pytorch-memonger

Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174

ULTRA

A foundation model for knowledge graph reasoning

KGReasoning

Multi-Hop Logical Reasoning in Knowledge Graphs

query2box

Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings

NBFNet

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

graphium

Graphium: Scaling molecular GNNs to infinity.

awesome-logical-query

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

smore

pLogicNet

AStarNet

Official implementation of A* Networks

ssl-relation-prediction

Simple yet SoTA Knowledge Graph Embeddings.

GraphAny

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

ge-spmm

GNN-QE

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

NBFNet-PyG

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

InductiveQE

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

n_gram_graph

N-Gram Graph: Simple Unsupervised Representation for Graphs, NeurIPS'19 (https://arxiv.org/abs/1806.09206)

ivado-mila-dl-school-2021

csr

lm-inductive-reasoning

RDP

Implementation of ICML 22 Paper: Scaling Structured Inference with Randomization

primer

A lightweight toolbox for debugging and benchmarking Python code

Polygami

Polyhedron origami

ultra_torchdrug

A TorchDrug version of ULTRA for reproducibility

wikiscape

Visualization of the English Wikipedia