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GitHub topics: graph-machine-learning

neo4j/graph-data-science-client

A Python client for the Neo4j Graph Data Science (GDS) library

Language: Python - Size: 19.7 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 216 - Forks: 53

pasqal-io/quantum-evolution-kernel

A Graph Machine Learning library using Quantum Computing

Language: Python - Size: 4.14 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 48 - Forks: 7

Ron-Ash/AdvancedLearningNotes

digital notes from various Math/ML under-graduate and graduate courses I went through.

Language: Jupyter Notebook - Size: 20.1 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

yqhuang722/Paper-List

A paper list of my history reading. GNN, GRL, GFM, etc.

Size: 12.7 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

apache/incubator-hugegraph-ai

The integration of HugeGraph with AI/LLM & GraphRAG

Language: Python - Size: 1020 KB - Last synced at: 7 days ago - Pushed at: 11 days ago - Stars: 82 - Forks: 46

Ron-Ash/Raindance

Large full-stack Web project

Language: TypeScript - Size: 4.89 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

stellargraph/stellargraph

StellarGraph - Machine Learning on Graphs

Language: Python - Size: 92.5 MB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 3,006 - Forks: 434

snap-stanford/ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

Language: Python - Size: 4.25 MB - Last synced at: 18 days ago - Pushed at: about 1 month ago - Stars: 2,003 - Forks: 406

mims-harvard/PrimeKG

Precision Medicine Knowledge Graph (PrimeKG)

Language: Jupyter Notebook - Size: 14.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 536 - Forks: 115

LamineTourelab/Tutorial

Tutorials on machine learning, artificial intelligence in general and in biomedical research.

Language: Jupyter Notebook - Size: 70.3 MB - Last synced at: about 11 hours ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 0

benedekrozemberczki/tigerlily

TigerLily: Finding drug interactions in silico with the Graph.

Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 100 - Forks: 9

karannb/cs224w

My attempt at homework problems and programming assignments for Stanford's cs224w,Machine Learning with Graphs (2021) course.

Language: Jupyter Notebook - Size: 189 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 26 - Forks: 4

ZhiningLiu1998/BAT

[ICML'24] BAT: πŸš€ Boost Class-imbalanced Node Classification with <10 lines of Code | δ»Žζ‹“ζ‰‘θ§†θ§’ε‡Ίε‘10θ‘Œδ»£η ζ”Ήε–„η±»εˆ«δΈεΉ³θ‘‘θŠ‚η‚Ήεˆ†η±»

Language: Python - Size: 122 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 25 - Forks: 1

joseph-nagel/graph-nn

Machine learning on graphs

Language: Jupyter Notebook - Size: 46.9 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

RomanoLab/comptox_ai

ComptoxAI - An artificial Intelligence toolkit for computational toxicology

Language: Python - Size: 12.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 5

michiyasunaga/LinkBERT

[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links

Language: Python - Size: 1.45 MB - Last synced at: 12 days ago - Pushed at: about 3 years ago - Stars: 437 - Forks: 42

microsoft/figure

[NeurIPS 2023, KDD MLG 2023] Repo that contains code for the paper titled: "FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations".

Language: Python - Size: 245 KB - Last synced at: 2 days ago - Pushed at: 11 months ago - Stars: 9 - Forks: 2

Lintianqianjin/LangGFM

A Large Language Model Alone Can be a Powerful Graph Foundation Model

Language: Python - Size: 74.1 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 7 - Forks: 0

oracle-samples/pgx-samples

Applications using Parallel Graph AnalytiX (PGX) from Oracle Labs

Language: Jupyter Notebook - Size: 3.66 MB - Last synced at: 19 days ago - Pushed at: 4 months ago - Stars: 49 - Forks: 28

yandex-research/tabgraphs

A benchmark of meaningful graph datasets with tabular node features

Language: Python - Size: 138 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 12 - Forks: 1

ainimesh/gmlfa_tutorials

Repository of Jupyter notebook tutorials for teaching the Graph Machine Learning Foundation and Applications Course at the Indian Institute of Technology, Kharagpur, Autumn Semesters.

Size: 50.8 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 1

HipGraph/FusedMM

Implementation of FusedMM method for IPDPS 2021 paper titled "FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks"

Language: C - Size: 3.64 MB - Last synced at: 23 days ago - Pushed at: almost 3 years ago - Stars: 30 - Forks: 5

zahta/graph_ml

Course: Graph Machine Learning focuses on the application of machine learning algorithms on graph-structured data. Some of the key topics that are covered in the course include graph representation learning and graph neural networks, algorithms for the world wide web, reasoning over knowledge graphs, and social network analysis.

Language: Jupyter Notebook - Size: 8.67 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 18 - Forks: 7

yandex-research/structural-graph-shifts

New structural distributional shifts for evaluating graph models

Language: Python - Size: 199 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 0

lipinski/awesome-machine-learning-on-graph

The repository is a curated list of various resources, including academic papers, books, courses, tools, and libraries, related to machine learning with graph data.

Size: 17.6 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 0

Zhuofeng-Li/TEG-Benchmark

[NeurIPS 2024 πŸ”₯] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs

Language: Python - Size: 1010 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 30 - Forks: 2

Anindyadeep/YogaPoseGNN

When real time Yoga Position classification meets GNN

Language: Python - Size: 38 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 2

pykeen/kgem-software-review

πŸ“– A review of KGEM packages and frameworks at https://pykeen.github.io/kgem-software-review.

Language: Python - Size: 62.5 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 10 - Forks: 1

caspervanengelenburg/msd

Code repository for the ECCV paper "MSD: A Benchmark Dataset for Floor Plan of Building Complexes".

Language: Jupyter Notebook - Size: 20.6 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 36 - Forks: 2

Saro00/DGN

Implementation of Directional Graph Networks in PyTorch and DGL

Language: Python - Size: 8.65 MB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 116 - Forks: 13

lukecavabarrett/pna

Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric

Language: Python - Size: 704 KB - Last synced at: 6 months ago - Pushed at: almost 3 years ago - Stars: 341 - Forks: 55

arangoml/fastgraphml

Given an input graph (ArangoDB or PyG) it generates graph embeddings using Low-Code framework built on top of PyG.

Language: Python - Size: 479 KB - Last synced at: 23 days ago - Pushed at: 12 months ago - Stars: 68 - Forks: 8

sunfanyunn/graph-classification

A collection of graph classification methods

Language: OpenEdge ABL - Size: 2.83 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 42 - Forks: 4

mims-harvard/GraphXAI

GraphXAI: Resource to support the development and evaluation of GNN explainers

Language: Python - Size: 249 MB - Last synced at: 7 months ago - Pushed at: about 1 year ago - Stars: 166 - Forks: 29

caspervanengelenburg/msd-eccv24-page

Project page for the ECCV 2024 paper "MSD: A Benchmark Dataset for Floor Plan Generation of Building Complexes". ArXiv pre-print: https://arxiv.org/abs/2407.10121.

Language: JavaScript - Size: 30.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

NYU-MLDA/OpenABC

OpenABC-D is a large-scale labeled dataset generated by synthesizing open source hardware IPs. This dataset can be used for various graph level prediction problems in chip design.

Language: Verilog - Size: 26.8 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 103 - Forks: 19

chenxuhao/GraphAIBench

A benchmark suite for Graph Machine Learning

Language: C++ - Size: 27.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 16 - Forks: 9

LaurenzSommerlad/TUM.ai-Makeathon2024-Amigo-Challenge

Detection of rare child diseases by applying graph machine learning to a remote dataset with federated machine learning

Language: HTML - Size: 4.73 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

Keerthiraj-Nagaraj/Yelp-rating-prediction-with-neo4j-graph-embeddings-and-ML

Exploring machine learning and graph embedding concepts from Neo4j for training models to predict user rating for various restaurants from yelp data

Language: Jupyter Notebook - Size: 1.82 MB - Last synced at: 11 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

kyaw-yethu/DyGLib Fork of yule-BUAA/DyGLib

Graph machine learning architectures for learning temporal and spatial patterns of brain activation from fMRI images. Two downstream tasks are implemented: (1) brain activation prediction duration language tasks (link prediction) and (2) performance prediction from neural patterns (graph regression)

Language: Jupyter Notebook - Size: 217 MB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

twitter-research/lmsoc

Code for reproducing our paper: LMSOC: An Approach for Socially Sensitive Pretraining

Language: Jupyter Notebook - Size: 1.06 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 0

Desein-Yang/awesome-graph-structure-learning

A curated list of amazingly awesome things regarding Graph Structure Learning.

Size: 25.4 KB - Last synced at: 29 days ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 0

daiquocnguyen/Graph-Transformer

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

Language: Python - Size: 109 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 622 - Forks: 77

NYU-MLDA/ALMOST

ALMOST: Adversarial Learning to Mitigate Oracle-less ML Logic Locking Attacks via Synthesis Tuning

Language: Verilog - Size: 74.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

zhao-tong/graph-data-augmentation-papers

A curated list of graph data augmentation papers.

Size: 136 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 278 - Forks: 22

yang-su2000/Machine-Learning-Notebook

Machine learning self-notes, review the best papers across all times.

Language: Python - Size: 690 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

Orbifold/pyg-link-prediction

Pytorch Geometric link prediction of a homogeneous social graph.

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 6

rohitmujumdar/fairness-in-graph-embeddings

Language: Jupyter Notebook - Size: 127 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

theadamsabra/node_embedders

Torch geometric compatible node embedders

Language: Python - Size: 40 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

theadamsabra/graph_ml_cs224w

Language: Jupyter Notebook - Size: 514 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tong-wu-umn/ME2Vec

Source code of ME2Vec.

Language: Python - Size: 44.9 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 3

tugrulhkarabulut/github-job-title-prediction

Models for predicting job titles of github users.

Language: Jupyter Notebook - Size: 899 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

AnonymousTEA/SEA-GWNN

This is a pytorch implementation of the paper "SEA-GWNN: Simple and Effective Adaptive Graph Wavelet Neural Network"

Language: Python - Size: 490 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

mvisani/stellargraph Fork of stellargraph/stellargraph

StellarGraph - Machine Learning on Graphs

Language: Python - Size: 88.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

salesforce/GAEA

Data and code for Salesforce Research paper, GAEA: Graph Augmentation for Equitable Access via Reinforcement Learning - https://arxiv.org/abs/2012.03900 . The paper provides methods for constraint graph augmentation and optimal facility placement problems

Language: HTML - Size: 8.63 MB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 2

mondalanindya/GraphSemanticSegmentation

Graph Active Semi-supervised Semantic segmentation for Event-based Vision

Language: Jupyter Notebook - Size: 4.29 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

TAU-MLwell/TREE-G---Decision-Trees-with-Dynamic-Graph-Features

Decision trees for graph data. Implementation of the model from the paper "Decision Trees with Dynamic Graph Features".

Language: Python - Size: 143 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

cptq/SignNet-BasisNet

SignNet and BasisNet

Language: Python - Size: 2.55 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 72 - Forks: 13

rodrigo-arenas/Graph-Embeddings

Graph and Nodes embeddings for downstream tasks

Language: Python - Size: 323 KB - Last synced at: 26 days ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 2

AndrewSpano/Stanford-CS224W-ML-with-Graphs

Solutions to assignments of the CS224W Machine Learning with Graphs course from Stanford University.

Language: Jupyter Notebook - Size: 2.26 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 17 - Forks: 4

sunfanyunn/vGraph

Official code for "vGraph: A Generative Model for Joint CommunityDetection and Node Representation Learning" (Neurips 2019)

Language: Python - Size: 869 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 43 - Forks: 17

frasalvi/twitter_hateful_users

Detecting Hateful Users on Twitter with Graph Machine Learning

Language: Jupyter Notebook - Size: 6.25 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

isadrtdinov/bootcamp-idao-2022

IDAO 2022: Machine Learning Bootcamp

Language: Jupyter Notebook - Size: 11.7 MB - Last synced at: 23 days ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 7

Graph-Machine-Learning-Group/grin

Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)

Language: Python - Size: 281 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 85 - Forks: 19

skth5199/graph-based-fraud-detection

Fraud detection using Graph Convolutional Networks

Language: Jupyter Notebook - Size: 193 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

sachinsharma9780/Build-ML-pipelines-for-Computer-Vision-NLP-and-Graph-Neural-Networks-using-Nvidia-Triton-Server

Build ML pipelines for Computer Vision, NLP and Graph Neural Networks using Triton Server.

Language: Jupyter Notebook - Size: 164 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 34 - Forks: 8

Toloka/TolokerGraph

Toloker Graph: Interaction of Crowd Annotators

Size: 1.66 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

mr-siddy/Evol-Graph

Understanding Evolution Through Spatio-Temporal Graph Generation

Language: Python - Size: 1.29 MB - Last synced at: 6 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

chenxuhao/ReadingList

Papers on Graph Analytics, Mining, and Learning

Size: 132 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 78 - Forks: 13

DM2-ND/CFLP

Author: Tong Zhao ([email protected]). ICML 2022. Learning from Counterfactual Links for Link Prediction

Language: Python - Size: 28.1 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 39 - Forks: 4

Orbifold/entity-resolution

Entity resolution package with Neo4j and S3 integration.

Language: Jupyter Notebook - Size: 3.34 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

Castavo/method-naming

Predicting Python method name given an Abstract Syntax Tree

Language: Jupyter Notebook - Size: 313 KB - Last synced at: 11 days ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

nelsonfleig/jazz-graph-neo4j

An experimental jazz collaboration graph for Neo4J

Size: 4.32 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

Related Keywords
graph-machine-learning 73 machine-learning 25 graph-neural-networks 24 deep-learning 18 graph-algorithms 12 graph 10 pytorch-geometric 6 graphs 6 python 6 neo4j 6 pytorch 5 data-science 5 graph-convolutional-networks 4 graph-database 4 ai 4 node-classification 4 knowledge-graph 4 dataset 4 graph-neural-network 3 interpretability 3 link-prediction 3 machine-learning-algorithms 3 networkx 3 stellargraph-library 3 datasets 3 benchmarking 3 representation-learning 3 embeddings 3 artificial-intelligence 3 computer-vision 3 natural-language-processing 3 graph-data 3 graph-analysis 3 graph-embedding 3 graph-mining 3 graph-representation-learning 3 gnn 3 dgl 3 graph-ml 2 node2vec 2 data-augmentation 2 transformer 2 cs224w 2 floorplan 2 unsupervised-learning 2 community-detection 2 transformer-models 2 neural-networks 2 graph-data-augmentation 2 gradient-boosting 2 docker 2 logic-synthesis 2 social-network 2 electronics-design-automation 2 gcn 2 geometric-deep-learning 2 network-analysis 2 graph-foundation-model 2 large-language-model 2 graph-analytics 2 cypher 2 random-forest 2 saliency-map 2 bioinformatics 2 graph-classification 2 social-network-analysis 2 graph-embeddings 2 graph-data-science 2 graph-transformer 2 torch-geometric 1 ml 1 arangodb 1 electronic-health-records 1 github 1 logistic-regression 1 fairness-ai 1 naive-bayes 1 network 1 stellargraph 1 constraint-optimization 1 deep-reinforcement-learning 1 equity 1 privacy-preserving-ml 1 cypher-query-language 1 connectome-prediction 1 contextual-embeddings 1 transformers 1 causal-graphs 1 graph-optimization 1 graph-structures 1 graph-deep-learning 1 node-embeddings 1 self-attention 1 text-classification 1 adversarial-attacks 1 adversarial-learning 1 logic-locking 1 machine-learning-attack 1 simulated-annealing 1 survey 1