An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: graph-neural-networks

Unacknowledged-ploceusphilippinus953/brain-template

🧠 Capture context seamlessly across devices and projects, enabling AI to maintain continuity in your digital brain system.

Language: Shell - Size: 55.7 KB - Last synced at: about 2 hours ago - Pushed at: about 4 hours ago - Stars: 0 - Forks: 0

adham-waheed/qgnn-lite

🧬 Build and explore a minimal Quantum-Graph Neural Network for node classification, combining classical encoders with quantum circuits for enhanced insights.

Size: 2.93 KB - Last synced at: about 2 hours ago - Pushed at: about 4 hours ago - Stars: 0 - Forks: 0

PySymGym/PySymGym

Python infrastructure to train paths selectors for symbolic execution engines.

Language: Python - Size: 13.2 MB - Last synced at: about 4 hours ago - Pushed at: about 6 hours ago - Stars: 8 - Forks: 3

ChandlerBang/awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

Language: Python - Size: 730 KB - Last synced at: about 2 hours ago - Pushed at: over 1 year ago - Stars: 1,692 - Forks: 161

boomzdig22-coder/rlm

🛠️ Build and explore a minimal implementation of recursive language models with a REPL environment for OpenAI clients. Start hacking today!

Language: Python - Size: 633 KB - Last synced at: about 7 hours ago - Pushed at: about 9 hours ago - Stars: 0 - Forks: 0

8000thCube/block-graph

Uses the Burn library to provide block level graph neural network structure

Language: Rust - Size: 592 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

Eyman67/mnist-neural-network

🖊️ Implement a feedforward neural network from scratch to accurately classify handwritten digits using the MNIST dataset with pure NumPy.

Language: Python - Size: 268 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

whonor/NewsTorch

NewsTorch, a easy-to-use and understand news recommendation tool.

Language: Python - Size: 2.27 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

DBraun/jraphx

Graph Neural Networks with JAX/NNX

Language: Python - Size: 584 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 4 - Forks: 0

horrible-dong/GPA

[NeurIPS 2025] Association-Focused Path Aggregation for Graph Fraud Detection

Language: Python - Size: 54.7 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

JeremyChou28/Daily-Arxiv-Tools

This repository implements an automated crawling tool for topics about "data mining" papers from the arXiv preprint website.

Language: Python - Size: 24.8 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

isLinXu/paper-list

autoupdate paper list

Language: Python - Size: 159 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 95 - Forks: 10

Guifeutrole/protein

🥗 Track your protein intake easily in Switzerland with a budget-friendly app that helps you meet your daily goals from popular stores.

Language: JavaScript - Size: 1.34 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

Lordefex/gnn-node-link-pytorch

🔍 Explore Graph Neural Networks for node classification and link prediction using PyTorch Geometric, validating models on Cora and PubMed datasets.

Size: 2.93 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

MadeWithBlasted/learning-center

📚 Manage learning resources effectively with the Learning Center application, featuring modular design, multi-language support, and robust navigation.

Language: TypeScript - Size: 1.43 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

LopezGroup-ICIQ/care

Automated creation and manipulation of Chemical Reaction Networks (CRNs) in heterogeneous catalysis, allowing the evaluation of species and reaction properties with data-driven ML models and the network simulation with microkinetic modelling.

Language: Python - Size: 108 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 35 - Forks: 9

ch-wan/awesome-gnn-systems

A list of awesome GNN systems.

Language: Python - Size: 737 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 332 - Forks: 28

pyg-team/pytorch_geometric

Graph Neural Network Library for PyTorch

Language: Python - Size: 23.5 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 23,060 - Forks: 3,901

rusty1s/pytorch_spline_conv

Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch

Language: C++ - Size: 387 KB - Last synced at: about 23 hours ago - Pushed at: 3 months ago - Stars: 184 - Forks: 41

Jiakui/awesome-gcn

resources for graph convolutional networks (图卷积神经网络相关资源)

Size: 104 KB - Last synced at: about 12 hours ago - Pushed at: over 6 years ago - Stars: 905 - Forks: 136

NSLab-CUK/Graph-Neural-Networks-Fall-2025

Welcome to the Graph Neural Networks (06838-01) class repository for the Department of Artificial Intelligence at the Catholic University of Korea. This platform is dedicated to sharing and archiving lecture materials such as practices, assignments, and sample codes for the class.

Language: Jupyter Notebook - Size: 6.39 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 6 - Forks: 1

openclimatefix/graph_weather

Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

Language: Python - Size: 4.2 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 266 - Forks: 78

LirongWu/awesome-graph-self-supervised-learning

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

Size: 444 KB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 1,415 - Forks: 166

yassouali/awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

Size: 243 KB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 1,847 - Forks: 229

rusty1s/pytorch_cluster

PyTorch Extension Library of Optimized Graph Cluster Algorithms

Language: C++ - Size: 2.62 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 897 - Forks: 158

Emory-Melody/awesome-graph-reduction

[IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.

Size: 1.04 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 167 - Forks: 14

Tony-Y/cgnn

Crystal Graph Neural Networks

Language: Python - Size: 2.07 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 109 - Forks: 24

youngfish42/Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

Language: Python - Size: 3.45 MB - Last synced at: 6 days ago - Pushed at: 27 days ago - Stars: 1,853 - Forks: 205

AIoT-Lab-AI4LIFE/PIMA

[PRICAI 2022 & IEEE Access 2024] PIMA - A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning

Language: Jupyter Notebook - Size: 5.2 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 3 - Forks: 0

vahinitech/imu2text

IMU2Text: A hybrid CNN+GNN pipeline for handwriting recognition and trajectory prediction using IMU data with state-of-the-art accuracy (99.74%).

Language: Python - Size: 48.9 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 4 - Forks: 0

alibaba/GraphScope

🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统

Language: C++ - Size: 733 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 3,492 - Forks: 458

pyt-team/TopoModelX

Topological Deep Learning

Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 294 - Forks: 99

kaist-silab/awesome-graph-pde

Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation

Size: 5.86 KB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 96 - Forks: 6

CederGroupHub/chgnet

Pretrained universal neural network potential for charge-informed atomistic modeling https://chgnet.lbl.gov

Language: Python - Size: 17.2 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 334 - Forks: 87

flyingdoog/awesome-graph-explainability-papers

Papers about explainability of GNNs

Size: 423 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 761 - Forks: 71

stefanasandei/patheon

supply-chain route optimization using GNN models

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: 3 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0

ThyrixYang/awesome-artificial-intelligence-research

A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.

Size: 44.9 KB - Last synced at: 2 days ago - Pushed at: almost 3 years ago - Stars: 127 - Forks: 14

ChandlerBang/awesome-graph-attack-papers

Adversarial attacks and defenses on Graph Neural Networks.

Size: 90.8 KB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 388 - Forks: 32

BUPT-GAMMA/OpenHGNN

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

Language: Python - Size: 52.4 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 933 - Forks: 158

bGuzzo/transformer-gnn-link-prediction

A deep, transformer-inspired Graph Attention Network (GAT) for link prediction on semantic graphs. This project features a custom GNN architecture and a large-scale dataset built from Wikipedia.

Language: Python - Size: 96 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

Connected-Data/cdkg-challenge

Let’s build a curated Knowledge Graph based on the collective wisdom of 260+ experts

Language: Python - Size: 6.17 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 35 - Forks: 7

KimMeen/Awesome-GNN4TS

[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)

Size: 298 KB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 813 - Forks: 74

PASSIONLab/OpenEquivariance

OpenEquivariance: a fast, open-source GPU JIT kernel generator for the Clebsch-Gordon Tensor Product.

Language: Python - Size: 903 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 96 - Forks: 6

HySonLab/TESGraph

TESGNN: 3D Temporal Equivariant Scene Graph Neural Networks (published at TMLR)

Language: Jupyter Notebook - Size: 2.98 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 13 - Forks: 0

gcucurull/visual-compatibility

Context-Aware Visual Compatibility Prediction (https://arxiv.org/abs/1902.03646)

Language: Python - Size: 117 KB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 120 - Forks: 39

wehos/awesome-graph-transformer

Papers about graph transformers.

Size: 82 KB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 912 - Forks: 77

lab-cosmo/flashmd

A universal ML model to predict molecular dynamics trajectories with long time steps

Language: Python - Size: 90.8 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 23 - Forks: 4

cuongct220020/gnn-for-recommender-system

IT3930 - Project 2: Research project on applying Graph Neural Networks (GNNs) in recommendation system.

Language: Jupyter Notebook - Size: 6.11 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

azminewasi/Awesome-Graph-Research-ICML2024

All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.

Size: 188 KB - Last synced at: 9 days ago - Pushed at: 12 months ago - Stars: 224 - Forks: 16

njmarko/graph-transformer-psiml

Transformer implemented with graph attention network (GAT) layers from PyTorch Geometric

Language: Jupyter Notebook - Size: 41 MB - Last synced at: 5 days ago - Pushed at: about 3 years ago - Stars: 18 - Forks: 3

pyt-team/TopoEmbedX

Representation Learning on Topological Domains

Language: Jupyter Notebook - Size: 869 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 88 - Forks: 12

c2g-dev/city2graph

Transform geospatial relations into graph representations designed for spatial network analysis and Graph Neural Networks (GNNs).

Language: Python - Size: 299 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 300 - Forks: 25

woywoy123/AnalysisG

A project which aims to abstract the analysis pipeline of a Particle Physics Analysis at ATLAS.

Language: C++ - Size: 723 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 3 - Forks: 4

DSE-MSU/DeepRobust

A pytorch adversarial library for attack and defense methods on images and graphs

Language: Python - Size: 11.9 MB - Last synced at: 11 days ago - Pushed at: 4 months ago - Stars: 1,063 - Forks: 192

tumaer/lagrangebench

LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite

Language: Jupyter Notebook - Size: 5.29 MB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 67 - Forks: 9

FabianTraxler/ag_binding_affinity

Code repository for Master Thesis "Antibody-antigen binding affinity prediction through the use of geometric deep learning"

Language: Jupyter Notebook - Size: 27.5 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

YangTuanAnh/ProtoCluster

A multi-stage graph neural network classification pipeline for protein meshes.

Language: Python - Size: 49.1 MB - Last synced at: 12 days ago - Pushed at: 13 days ago - Stars: 14 - Forks: 0

marcelomendoza/IIC3641

GML UC

Language: Jupyter Notebook - Size: 29.1 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 20 - Forks: 1

maurorisonho/Stanford-RNA-3D-Folding

This repository contains a comprehensive solution for the Stanford RNA 3D Folding Kaggle competition, implementing advanced machine learning techniques for predicting RNA 3D structures from sequence data. The project demonstrates expertise in bioinformatics, deep learning, and scientific computing.

Language: Jupyter Notebook - Size: 109 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

yueliu1999/Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

Language: Python - Size: 1.01 MB - Last synced at: 12 days ago - Pushed at: 6 months ago - Stars: 958 - Forks: 148

martinjurkovic/syntherela

A package for benchmarking synthetic relational data generation methods

Language: Python - Size: 6.63 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 59 - Forks: 1

GRAPH-0/JODO

Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation

Language: Python - Size: 21.3 MB - Last synced at: 9 days ago - Pushed at: almost 2 years ago - Stars: 51 - Forks: 9

NachoPeinador/Topological-Reinforcement-Operator

A neuro-inspired computational framework for modeling memory consolidation in neural networks, with applications from toy models to human connectomics.

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 2 - Forks: 0

FanzhenLiu/Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

Size: 2.06 MB - Last synced at: about 11 hours ago - Pushed at: about 2 months ago - Stars: 540 - Forks: 94

HennyJie/BrainGB

Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging.

Language: MATLAB - Size: 820 KB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 205 - Forks: 43

HennyJie/IBGNN

MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis

Language: Python - Size: 890 KB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 61 - Forks: 7

Lotfollahi-lab/mintflow

Generation of disentangled microenvironment-induced and intrinsic gene expression vectors from spatial transcriptomics data

Language: Python - Size: 25.9 MB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 20 - Forks: 3

lanl/hippynn

python library for atomistic machine learning

Language: Python - Size: 13.5 MB - Last synced at: 14 days ago - Pushed at: 15 days ago - Stars: 87 - Forks: 33

SalvatoreRa/tabular-deep-learning-survey

Companion repository for the Tabular Deep learning Survey

Language: Jupyter Notebook - Size: 938 KB - Last synced at: 14 days ago - Pushed at: 15 days ago - Stars: 3 - Forks: 0

futianfan/clinical-trial-outcome-prediction

benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.

Language: Python - Size: 100 MB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 134 - Forks: 40

Youss2f/fraudguard-360

Advanced fraud detection platform using Graph Neural Networks, real-time streaming analytics, and microservices architecture. Built with React, FastAPI, Apache Flink, Neo4j, and Kubernetes.

Language: Python - Size: 106 MB - Last synced at: 14 days ago - Pushed at: 15 days ago - Stars: 1 - Forks: 0

EliHei2/segger_dev

a cutting-edge cell segmentation model specifically designed for single-molecule resolved spatial omics datasets. It addresses the challenge of accurately segmenting individual cells in complex imaging datasets, leveraging a unique approach based on graph neural networks (GNNs).

Language: HTML - Size: 20.8 MB - Last synced at: 13 days ago - Pushed at: 26 days ago - Stars: 77 - Forks: 11

pyg-team/pyg-lib

Low-Level Graph Neural Network Operators for PyG

Language: C++ - Size: 904 KB - Last synced at: 15 days ago - Pushed at: 16 days ago - Stars: 211 - Forks: 53

SlyPex/graph-gym-hpa Fork of Fabrice-Sev/gym-hpa

Leveraging GNN-based dependency modeling over real-world Kubernetes cluster to build robust RL-driven autoscalers for microservices.

Language: Python - Size: 5.18 MB - Last synced at: 15 days ago - Pushed at: 16 days ago - Stars: 1 - Forks: 0

omron-sinicx/crystalframer

The official code respository for "Rethinking the role of frames for SE(3)-invariant crystal structure modeling" (ICLR 2025)

Language: Python - Size: 9.76 MB - Last synced at: 15 days ago - Pushed at: 16 days ago - Stars: 11 - Forks: 1

HKUDS/Awesome-LLM4Graph-Papers

[KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"

Size: 1.86 MB - Last synced at: 16 days ago - Pushed at: 8 months ago - Stars: 349 - Forks: 15

rllm-team/rllm

Pytorch Library for Relational Table Learning with LLMs.

Language: Python - Size: 207 MB - Last synced at: 15 days ago - Pushed at: 16 days ago - Stars: 433 - Forks: 34

lorenzo9uerra/GraphIDS

[NeurIPS 2025] Self-Supervised Learning of Graph Representations for Network Intrusion Detection

Language: Python - Size: 20.2 MB - Last synced at: 11 days ago - Pushed at: 17 days ago - Stars: 7 - Forks: 0

Sally332/DrugResponse-GNN

Interpretable drug-response GNN with a pathway/TF concept-bottleneck; built for cross-panel generalization and conserved-subnetwork discovery.

Language: Python - Size: 444 KB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

bozdogalex/BDHB-lab

Big Data in Health and Bioinformatics laboratory – Politehnica University of Timișoara

Language: Python - Size: 85.8 MB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 4

JuliaGraphs/GraphNeuralNetworks.jl

Graph Neural Networks in Julia

Language: Julia - Size: 73.8 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 282 - Forks: 56

gozsari/Awesome-GNN-based-drug-discovery

This is a curated list of research papers, resources and tools related to using Graph Neural Networks (GNNs) for drug discovery.

Size: 221 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 55 - Forks: 10

kxhit/SG_PR

Implementation of IROS20 paper - "Semantic Graph Based Place Recognition for 3D Point Clouds"

Language: Python - Size: 10.2 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 201 - Forks: 33

TorchSpatiotemporal/tsl

tsl: a PyTorch library for processing spatiotemporal data.

Language: Python - Size: 984 KB - Last synced at: 14 days ago - Pushed at: 15 days ago - Stars: 354 - Forks: 37

gasteigerjo/ppnp

PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)

Language: Jupyter Notebook - Size: 8.9 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 322 - Forks: 56

sysec-uic/AutoPatch-LLM

✨AutoPatch: LLM Based Low Level Memory Safety Bug Patching in C with Fuzzing, Address Sanitization, and Code Property Graphs

Language: Python - Size: 20.5 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 10 - Forks: 1

bfGraph/STGraph

🌟 Vertex Centric approach for building GNN/TGNNs

Language: Python - Size: 13.7 MB - Last synced at: 6 days ago - Pushed at: 12 months ago - Stars: 23 - Forks: 0

FilippoMB/Spectral-Clustering-with-Graph-Neural-Networks-for-Graph-Pooling

Reproduces the results of MinCutPool as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling".

Language: Python - Size: 2.94 MB - Last synced at: 1 day ago - Pushed at: 8 months ago - Stars: 275 - Forks: 52

yzhao062/anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

Language: Python - Size: 232 KB - Last synced at: 19 days ago - Pushed at: 6 months ago - Stars: 8,961 - Forks: 1,794

Zehong-Wang/Awesome-Foundation-Models-on-Graphs

A collection of graph foundation models including papers, codes, and datasets.

Size: 3.68 MB - Last synced at: 19 days ago - Pushed at: 4 months ago - Stars: 115 - Forks: 10

dmlc/GNNLens2

Visualization tool for Graph Neural Networks

Language: TypeScript - Size: 20.9 MB - Last synced at: 4 days ago - Pushed at: about 3 years ago - Stars: 254 - Forks: 29

alibaba/GraphTranslator

GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks

Language: Python - Size: 20.4 MB - Last synced at: 18 days ago - Pushed at: about 1 year ago - Stars: 110 - Forks: 16

mlabonne/blog

https://mlabonne.github.io/blog/

Language: Jupyter Notebook - Size: 3.59 GB - Last synced at: 21 days ago - Pushed at: 6 months ago - Stars: 73 - Forks: 15

mims-harvard/SHEPHERD

SHEPHERD: Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases

Language: HTML - Size: 544 KB - Last synced at: 22 days ago - Pushed at: 4 months ago - Stars: 74 - Forks: 24

mims-harvard/decagon

Graph convolutional neural network for multirelational link prediction

Language: Jupyter Notebook - Size: 605 KB - Last synced at: 22 days ago - Pushed at: almost 3 years ago - Stars: 465 - Forks: 150

microsoft/ptgnn

A PyTorch Graph Neural Network Library

Language: Python - Size: 152 KB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 376 - Forks: 39

microsoft/molecule-generation

Implementation of MoLeR: a generative model of molecular graphs which supports scaffold-constrained generation

Language: Python - Size: 979 KB - Last synced at: 13 days ago - Pushed at: almost 2 years ago - Stars: 308 - Forks: 43

dair-ai/GNNs-Recipe

🟠 A study guide to learn about Graph Neural Networks (GNNs)

Size: 55.7 KB - Last synced at: 20 days ago - Pushed at: almost 3 years ago - Stars: 1,246 - Forks: 128

HKUDS/Awesome-SSLRec-Papers

[ACM CSUR] "A Comprehensive Survey of Self-Supervised Learning for Recommendation"

Size: 2.8 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 119 - Forks: 6

mims-harvard/PDGrapher

Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks

Language: Jupyter Notebook - Size: 62.1 MB - Last synced at: 22 days ago - Pushed at: 30 days ago - Stars: 85 - Forks: 22

Related Keywords
graph-neural-networks 2,043 deep-learning 588 pytorch 411 machine-learning 370 gnn 194 graph-convolutional-networks 159 graph 122 pytorch-geometric 119 graph-representation-learning 86 geometric-deep-learning 83 python 82 knowledge-graph 80 self-supervised-learning 78 gcn 76 reinforcement-learning 62 node-classification 61 neural-networks 61 link-prediction 60 recommender-system 60 graph-attention-networks 57 graph-learning 51 neural-network 51 graph-algorithms 50 graphs 45 graph-classification 44 transformer 44 computer-vision 42 deep-neural-networks 42 graph-neural-network 41 contrastive-learning 39 drug-discovery 39 artificial-intelligence 37 anomaly-detection 36 tensorflow 36 natural-language-processing 36 network-embedding 36 dgl 35 graph-embedding 35 graph-transformer 34 representation-learning 34 collaborative-filtering 34 bioinformatics 30 explainable-ai 30 gnns 28 convolutional-neural-networks 28 transformers 28 nlp 26 data-mining 26 graph-machine-learning 26 unsupervised-learning 25 recommender-systems 25 text-classification 25 adversarial-attacks 24 recommendation-system 23 pytorch-implementation 23 attention-mechanism 23 gat 23 graph-mining 22 variational-autoencoder 22 embeddings 22 semi-supervised-learning 22 brain-connectivity 21 dataset 21 combinatorial-optimization 21 generative-model 20 graph-pooling 20 diffusion-models 19 recommendation 19 time-series 18 paper 18 fraud-detection 18 graphsage 18 data-science 18 large-language-models 17 neural-architecture-search 17 meta-learning 17 few-shot-learning 17 deep-reinforcement-learning 17 network-analysis 16 knowledge-distillation 16 classification 16 attention 16 clustering 16 data-augmentation 15 spatio-temporal-data 15 social-network-analysis 15 community-detection 15 transfer-learning 15 node2vec 15 computational-biology 15 graph-anomaly-detection 14 ai 14 networkx 14 social-network 14 federated-learning 14 graph-convolutional-network 14 jax 14 graph-theory 14 recurrent-neural-networks 13 dynamic-graphs 13