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

GitHub topics: graph-neural-networks

seixasgroup/carcara

Towards Explainable, Scalable, and Accurate Machine-Learned Interatomic Potentials

Language: Python - Size: 2.69 MB - Last synced at: about 11 hours ago - Pushed at: about 12 hours ago - Stars: 1 - Forks: 0

alifa98/GCN-TULHOR

A modular implementaion of GCN TULHOR

Language: Python - Size: 22.5 KB - Last synced at: about 11 hours ago - Pushed at: about 13 hours ago - Stars: 0 - Forks: 0

raktim-mondol/GRAPHITE

State-of-the-art deep learning framework for breast cancer histopathology analysis combining graph-based representations with interpretable AI techniques for enhanced diagnostic insights and clinical decision support.

Language: Python - Size: 1.89 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

YeonwooSung/PyTorch_GNN_Implementation

PyTorch implementation of GNN models

Language: Jupyter Notebook - Size: 14.1 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 18 - Forks: 3

pyg-team/pytorch_geometric

Graph Neural Network Library for PyTorch

Language: Python - Size: 22.9 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 22,584 - Forks: 3,847

chandan1145/Cog

Tiny HTTP framework built on node:http

Language: TypeScript - Size: 177 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

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: 1 day ago - Pushed at: 2 days ago - Stars: 68 - Forks: 6

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: 5.54 MB - Last synced at: about 11 hours ago - Pushed at: 5 days ago - Stars: 244 - Forks: 69

c2g-dev/city2graph

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

Language: Python - Size: 193 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 7 - Forks: 0

woywoy123/AnalysisG

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

Language: C++ - Size: 678 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 3 - Forks: 3

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: 2 days ago - Pushed at: about 1 year ago - Stars: 1,844 - Forks: 229

leduckhai/wav2graph

wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech

Language: Python - Size: 6.25 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 92 - Forks: 7

ch-wan/awesome-gnn-systems

A list of awesome GNN systems.

Language: Python - Size: 696 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 319 - Forks: 27

nsidn98/InforMARL

Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation

Language: Python - Size: 18.5 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 115 - Forks: 22

alessioarcara/soccerai

Language: Python - Size: 169 MB - Last synced at: 4 days ago - Pushed at: 4 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: 1 day ago - Pushed at: 8 months ago - Stars: 213 - Forks: 14

lanl/hippynn

python library for atomistic machine learning

Language: Python - Size: 13.4 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 84 - Forks: 27

PASSIONLab/OpenEquivariance

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

Language: Python - Size: 851 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 76 - Forks: 6

Pabloo22/job_shop_lib

A modular Python library for creating, solving, and visualizing job shop scheduling problems.

Language: Python - Size: 24.2 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 50 - Forks: 5

Usmannooh/GADA

Official implementation of "GADA: A Graph-Based Dual Attention Model for Chest Temporal Disease Tracking and Radiology Report Generation" (Submitted to The Visual Computer). Cite using DOI: 10.5281/zenodo.15771095 | Code: https://github.com/Usmannooh/GADA

Language: Python - Size: 419 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

isLinXu/paper-list

autoupdate paper list

Language: Python - Size: 148 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 88 - Forks: 10

pyg-team/pyg-lib

Low-Level Graph Neural Network Operators for PyG

Language: C++ - Size: 933 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 202 - Forks: 49

Gift2710/First-Commit

Welcome to the **First Commit** repository! This project offers a simple way for beginners to learn GitHub basics and make their first contribution. 🐙🌟

Language: CSS - Size: 25.4 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

kanhaiya-gupta/gnn-research-platform

A comprehensive research platform for Graph Neural Networks (GNNs) featuring 10+ applications including node and graph classification, link prediction, community detection, anomaly detection, and dynamic graph modelling, all with an interactive web interface.

Language: HTML - Size: 345 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

Mohamedelrefaie/DrivAerNet

A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks

Language: Python - Size: 970 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 345 - Forks: 56

pyt-team/TopoEmbedX

Representation Learning on Topological Domains

Language: Jupyter Notebook - Size: 837 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 81 - Forks: 12

pyt-team/TopoModelX

Topological Deep Learning

Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 282 - Forks: 100

wehos/awesome-graph-transformer

Papers about graph transformers.

Size: 82 KB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 894 - Forks: 75

SWHL/AI-Competition-Collections

AI比赛经验帖子 & 训练和测试技巧帖子 集锦(收集整理各种人工智能比赛经验帖)

Language: Python - Size: 16.2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 393 - Forks: 40

MGitHubL/Awesome-Temporal-Graph-Learning

Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).

Size: 60.5 KB - Last synced at: 4 days ago - Pushed at: about 2 months ago - Stars: 73 - Forks: 4

WxxShirley/KDD2024ProCom

Codes and data for KDD 2024 Research Track paper "ProCom: A Few-shot Targeted Community Detection Algorithm"

Language: Python - Size: 17.1 MB - Last synced at: 3 days ago - Pushed at: 11 months ago - Stars: 10 - Forks: 0

JuliaGraphs/GraphNeuralNetworks.jl

Graph Neural Networks in Julia

Language: Julia - Size: 73 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 266 - Forks: 52

martech-engineer/WebKnoGraph

WebKnoGraph is an open research project that uses data processing, vector embeddings, and graph algorithms to optimize internal linking at scale. Built for both academic and industry use, it offers THE FIRST FULLY transparent, AI-driven framework for improving SEO and site navigation through reproducible methods.

Language: Jupyter Notebook - Size: 320 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 10 - Forks: 3

LittleFish-Coder/GemGNN

GemGNN: Generative Multi-view Interaction Graph Neural Networks for Few-shot Fake News Detection

Language: Jupyter Notebook - Size: 1010 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 1

shahram-boshra/vqm24_database_process

VQM24 Database Process to Graphs

Language: Python - Size: 64.5 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

uber-research/LaneGCN 📦

[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting

Language: Python - Size: 19.8 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 522 - Forks: 129

benedekrozemberczki/pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Language: Python - Size: 13.3 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 2,831 - Forks: 396

CederGroupHub/chgnet

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

Language: Python - Size: 13.1 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 314 - Forks: 81

UnravelSports/unravelsports

The unravelsports package aims to aid researchers, analysts and enthusiasts by providing intermediary steps in the complex process of turning raw sports data into meaningful information and actionable insights.

Language: Python - Size: 114 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 172 - Forks: 25

alibaba/graph-learn

An Industrial Graph Neural Network Framework

Language: C++ - Size: 5.53 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1,312 - Forks: 266

youngfish42/Awesome-FL

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

Language: Python - Size: 5.42 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 1,765 - Forks: 197

odinhg/Graph-Neural-Networks-INF367A

Traffic prediction with graph neural network using PyTorch Geometric. The implementation uses the MetaLayer class to build the GNN which allows for separate edge, node and global models.

Language: Python - Size: 165 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 10

snap-stanford/relgt

Relational Graph Transformer

Language: Python - Size: 238 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 27 - Forks: 1

dwiaskor99/contrastive-distillation

CAST is a method for semi-supervised instance segmentation that efficiently trains a compact model using both labeled and unlabeled data. This repository contains the implementation of our three-stage pipeline, showcasing contrastive adaptation and distillation techniques. 🐙🌟

Size: 3.2 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

PySymGym/PySymGym

Python infrastructure to train paths selectors for symbolic execution engines.

Language: Python - Size: 13.3 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 6 - Forks: 2

Lotfollahi-lab/nichecompass

End-to-end analysis of spatial multi-omics data

Language: Python - Size: 1.43 GB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 81 - Forks: 9

rusty1s/pytorch_spline_conv

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

Language: C++ - Size: 378 KB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 180 - Forks: 38

MrShenglong/gnn-research-platform

Explore the GNN Research Platform for modular Graph Neural Network applications. Experiment with 20+ models and complete backend implementations. 🌐✨

Language: HTML - Size: 271 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

sunfanyunn/InfoGraph

Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)

Language: Python - Size: 131 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 318 - Forks: 45

tech-srl/how_attentive_are_gats

Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)

Language: Python - Size: 3.34 MB - Last synced at: 9 days ago - Pushed at: over 3 years ago - Stars: 340 - Forks: 41

RingBDStack/SocialED

A python library for social event detection

Language: Python - Size: 183 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 591 - Forks: 48

ChandlerBang/awesome-graph-attack-papers

Adversarial attacks and defenses on Graph Neural Networks.

Size: 90.8 KB - Last synced at: about 23 hours ago - Pushed at: over 1 year ago - Stars: 382 - Forks: 32

qitianwu/DIFFormer

The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"

Language: Python - Size: 137 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 301 - Forks: 32

sisaman/LPGNN

Locally Private Graph Neural Networks (ACM CCS 2021)

Language: Jupyter Notebook - Size: 7.31 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 47 - Forks: 16

Connected-Data/cdkg-challenge

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

Language: Python - Size: 6.46 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 33 - Forks: 6

HKUDS/HiGPT

[KDD'2024] "HiGPT: Heterogenous Graph Language Models"

Language: Python - Size: 6.17 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 132 - Forks: 7

Lotfollahi-lab/mintflow

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

Language: Python - Size: 18.6 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 2 - Forks: 0

kwamestonecode/OpenNeighbor

Build a neighborhood-aware recommendation system with OpenNeighbor. Leverage advanced Graph Neural Networks and fairness-aware algorithms for scalable solutions. 🌍🚀

Language: Python - Size: 52.7 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

HKUDS/AnyGraph

"AnyGraph: Graph Foundation Model in the Wild"

Language: Python - Size: 26.3 MB - Last synced at: 9 days ago - Pushed at: 10 months ago - Stars: 213 - Forks: 18

HKUDS/DiffMM

[ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"

Language: Python - Size: 86.6 MB - Last synced at: 9 days ago - Pushed at: 12 months ago - Stars: 73 - 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: 5 days ago - Pushed at: over 1 year ago - Stars: 1,681 - Forks: 161

dair-ai/GNNs-Recipe

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

Size: 55.7 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 1,219 - Forks: 128

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: 11 days ago - Pushed at: 11 days ago - Stars: 58 - Forks: 20

dmlc/dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Language: Python - Size: 28.8 MB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 13,945 - Forks: 3,045

jolibrain/wheatley

Next-generation scheduling problem solver based on GNNs and Reinforcement Learning

Language: Python - Size: 19.7 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 58 - Forks: 18

NeilLi/Hybrid-AI-Brain

A multi-agent control plane with provable guarantees for coordination, safety, and memory.

Language: Python - Size: 3.12 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

SpaceLearner/Awesome-DynamicGraphLearning

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

Language: Shell - Size: 176 KB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 662 - Forks: 87

rllm-team/rllm

Pytorch Library for Relational Table Learning with LLMs.

Language: Python - Size: 148 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 431 - Forks: 33

HKUDS/HGCL

[WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"

Language: Python - Size: 33.7 MB - Last synced at: 9 days ago - Pushed at: 8 months ago - Stars: 115 - Forks: 16

HKUDS/OpenGraph

[EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"

Language: Python - Size: 60.4 MB - Last synced at: 9 days ago - Pushed at: 9 months ago - Stars: 314 - Forks: 34

gao-lab/SLAT

Spatial-Linked Alignment Tool

Language: Python - Size: 334 MB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 87 - Forks: 10

yzhao062/anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

Language: Python - Size: 232 KB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 8,793 - Forks: 1,782

microsoft/ptgnn

A PyTorch Graph Neural Network Library

Language: Python - Size: 300 KB - Last synced at: about 14 hours ago - Pushed at: over 3 years ago - Stars: 376 - Forks: 39

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: 20.8 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 4 - Forks: 0

nglaz0v/workshop_omics_integration Fork of NBISweden/workshop_omics_integration

:dna: Workshop in omics integration and systems biology

Language: HTML - Size: 1.53 GB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

Emory-Melody/awesome-graph-reduction

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

Size: 998 KB - Last synced at: about 14 hours ago - Pushed at: 12 days ago - Stars: 158 - Forks: 11

shehzaidi/pre-training-via-denoising

Official implementation of pre-training via denoising for TorchMD-NET

Language: Python - Size: 83.8 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 92 - Forks: 14

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: about 14 hours ago - Pushed at: over 1 year ago - Stars: 303 - Forks: 42

manbaritone/GraphEGFR

GraphEGFR source codes and datasets

Language: Python - Size: 554 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 1

manbaritone/SynProtX

SynProtX is a deep learning model leveraging large-scale proteomics, molecular graphs, and fingerprints to enhance the prediction of synergistic effects in anti-cancer drug combinations.

Language: Jupyter Notebook - Size: 2.94 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

MilesCranmer/gnn_resource_allocation

Code for our paper on doing resource allocation with graph neural networks

Language: Python - Size: 8.12 MB - Last synced at: 10 days ago - Pushed at: about 4 years ago - Stars: 32 - Forks: 2

licheng-xu-echo/RXNGraphormer

Official implementation of "A unified pre-trained deep learning framework for cross-task reaction performance prediction and synthesis planning"

Language: Jupyter Notebook - Size: 1.74 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 2 - Forks: 1

rembertdesigns/nfl-big-data-bowl-2026

Predictive modeling using pre-snap NFL tracking data to anticipate play outcomes for the 2026 Big Data Bowl. Includes feature engineering, data pipelines, and exploratory football analytics.

Language: Python - Size: 0 Bytes - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

pygda-team/pygda

PyGDA is a Python library for Graph Domain Adaptation

Language: Python - Size: 426 KB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 61 - Forks: 4

deedbob20/Graph-Neural-Network-vs-Feature-Based-Folk-Music-Evolution-Analysis

Accompanying code for the paper 'Graph Neural Network vs Feature-Based Folk Music Evolution Analysis' (Deedman and Barthet, 2025) presented at EvoMUSART 2025. The full processed dataset, collected for this project entitled 'BFDB: A dataset of British Folk melodies in ABC Format.' can be found at: https://zenodo.org/records/14692025

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

FedML-AI/FedGraphNN

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

Size: 80.8 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 181 - Forks: 42

alibaba/euler

A distributed graph deep learning framework.

Language: C++ - Size: 2.49 MB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 2,901 - Forks: 558

HennyJie/IBGNN

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

Language: Python - Size: 890 KB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 59 - Forks: 7

llamasearchai/OpenNeighbor

Neighborhood-Aware Recommendation System: A comprehensive, scalable, and ethical recommendation system designed specifically for neighborhood-based social platforms. Built with PyTorch, featuring Graph Neural Networks, spatial attention mechanisms, and fairness-aware algorithms.

Language: Python - Size: 0 Bytes - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

sangyx/gtrick

Bag of Tricks for Graph Neural Networks.

Language: Jupyter Notebook - Size: 693 KB - Last synced at: 13 days ago - Pushed at: 12 months ago - Stars: 296 - Forks: 19

jakubpeleska/ReDeLEx

ReDeLEx is a Python framework for developing and evaluating RDL models on relational databases via RelBench and CTU datasets.

Language: Python - Size: 510 KB - Last synced at: 13 days ago - Pushed at: 15 days ago - Stars: 5 - Forks: 0

ComputationalPsychiatry/pyhgf

PyHGF: A neural network library for predictive coding

Language: Python - Size: 1.03 GB - Last synced at: 13 days ago - Pushed at: 2 months ago - Stars: 88 - Forks: 23

marcolomele/temporal-edge-regression

Framework for temporal edge regression using advanced Graph Neural Network architectures. Experiment I did while writing my BSc theoretical thesis on Graph Neural Networks. Status: completed.

Language: Python - Size: 5.78 MB - Last synced at: about 8 hours ago - Pushed at: 15 days ago - Stars: 1 - Forks: 0

sigpro25/simona-anomalydetection-gnn

Non-stationary signal analysis: detrending and anomaly detection. Source codes repository of framework on detrending sequential sensor data and anomaly detection.

Language: Python - Size: 189 KB - Last synced at: 15 days ago - Pushed at: 15 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: 11 days ago - Pushed at: 2 months ago - Stars: 924 - Forks: 150

HKUDS/GraphGPT

[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"

Language: Python - Size: 36.5 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 755 - Forks: 78

liugangcode/torch-molecule

torch-molecule is a deep learning package for molecular discovery, designed with an sklearn-style interface for property prediction, inverse design and representation learning.

Language: Python - Size: 5.73 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 230 - Forks: 29

pixiiidust/TeloMeshV2

Instantly triage user flow chokepoints that matter. TeloMesh is a UX journey intelligence engine for product teams that maps user flows, identifies friction points, and prioritizes fixes using graph theory. It leverages analytics from Mixpanel, Amplitude, and GA4 to surface the most impactful improvements.

Language: Python - Size: 3.38 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 2 - Forks: 0

FluxML/GeometricFlux.jl

Geometric Deep Learning for Flux

Language: Julia - Size: 17.6 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 353 - Forks: 30

yuyangw/Denoise-Pretrain-ML-Potential

Implementation of "Denoise Pretraining on Non-equilibrium Molecular Conformations for Accurate and Transferable Neural Potentials" in PyTorch.

Language: Python - Size: 31.8 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 3

Related Keywords
graph-neural-networks 1,963 deep-learning 572 pytorch 396 machine-learning 349 gnn 180 graph-convolutional-networks 158 graph 119 pytorch-geometric 111 graph-representation-learning 83 geometric-deep-learning 81 knowledge-graph 79 self-supervised-learning 77 python 76 gcn 76 node-classification 60 recommender-system 60 reinforcement-learning 59 link-prediction 58 neural-networks 58 graph-attention-networks 55 graph-learning 50 graph-algorithms 49 neural-network 45 graphs 44 transformer 41 graph-classification 41 deep-neural-networks 41 computer-vision 40 graph-neural-network 40 contrastive-learning 39 network-embedding 36 drug-discovery 36 tensorflow 35 natural-language-processing 34 representation-learning 33 dgl 33 anomaly-detection 33 artificial-intelligence 33 collaborative-filtering 32 graph-embedding 32 graph-transformer 32 explainable-ai 29 transformers 27 gnns 27 convolutional-neural-networks 27 data-mining 25 text-classification 25 nlp 25 unsupervised-learning 25 graph-machine-learning 24 bioinformatics 24 recommender-systems 24 adversarial-attacks 24 pytorch-implementation 23 gat 23 attention-mechanism 23 semi-supervised-learning 22 recommendation-system 22 embeddings 22 brain-connectivity 21 combinatorial-optimization 21 variational-autoencoder 21 dataset 21 graph-mining 21 generative-model 20 graph-pooling 19 recommendation 18 paper 18 few-shot-learning 17 meta-learning 17 graphsage 17 deep-reinforcement-learning 17 diffusion-models 17 clustering 16 large-language-models 16 neural-architecture-search 16 data-science 16 attention 16 social-network-analysis 15 community-detection 15 node2vec 15 knowledge-distillation 15 time-series 15 data-augmentation 15 spatio-temporal-data 14 social-network 14 classification 14 transfer-learning 14 jax 13 tensorflow2 13 traffic-prediction 13 benchmark 13 message-passing-neural-network 13 graph-theory 13 automl 13 graph-convolutional-network 13 graph-anomaly-detection 13 computational-biology 13 recurrent-neural-networks 13 dynamic-graphs 13