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

A TorchDrug version of ULTRA for reproducibility

A foundation model for knowledge graph reasoning

Graphium: Scaling molecular GNNs to infinity.

Official implementation of A* Networks

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

Tensorflow Backend for ONNX

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

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

Implementation of ICML 22 Paper: Scaling Structured Inference with Randomization

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

A powerful and flexible machine learning platform for drug discovery

Simple yet SoTA Knowledge Graph Embeddings.

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

Multi-Hop Logical Reasoning in Knowledge Graphs

Platform for designing and evaluating Graph Neural Networks (GNN)

Hot reloading for Python

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

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

Visualization of the English Wikipedia

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

A lightweight toolbox for debugging and benchmarking Python code

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

Polyhedron origami