Topic: "graph-machine-learning"
stellargraph/stellargraph
StellarGraph - Machine Learning on Graphs
Language: Python - Size: 92.5 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 2,995 - Forks: 432
snap-stanford/ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
Language: Python - Size: 4.24 MB - Last synced at: 11 days ago - Pushed at: 4 months ago - Stars: 1,995 - Forks: 404
daiquocnguyen/Graph-Transformer
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
Language: Python - Size: 109 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 622 - Forks: 77
michiyasunaga/LinkBERT
[ACL 2022] LinkBERT: A Knowledgeable Language Model π Pretrained with Document Links
Language: Python - Size: 1.45 MB - Last synced at: 15 days ago - Pushed at: about 3 years ago - Stars: 435 - Forks: 43
mims-harvard/PrimeKG
Precision Medicine Knowledge Graph (PrimeKG)
Language: Jupyter Notebook - Size: 14.7 MB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 422 - Forks: 93
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: 5 months ago - Pushed at: over 2 years ago - Stars: 341 - Forks: 55
zhao-tong/graph-data-augmentation-papers
A curated list of graph data augmentation papers.
Size: 136 KB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 278 - Forks: 22
neo4j/graph-data-science-client
A Python client for the Neo4j Graph Data Science (GDS) library
Language: Python - Size: 19.6 MB - Last synced at: 8 days ago - Pushed at: 10 days ago - Stars: 205 - Forks: 51
mims-harvard/GraphXAI
GraphXAI: Resource to support the development and evaluation of GNN explainers
Language: Python - Size: 249 MB - Last synced at: 6 months ago - Pushed at: 11 months ago - Stars: 166 - Forks: 29
Saro00/DGN
Implementation of Directional Graph Networks in PyTorch and DGL
Language: Python - Size: 8.65 MB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 116 - Forks: 13
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: 8 months ago - Pushed at: 8 months ago - Stars: 103 - Forks: 19
benedekrozemberczki/tigerlily
TigerLily: Finding drug interactions in silico with the Graph.
Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 99 - Forks: 9
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: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 85 - Forks: 19
chenxuhao/ReadingList
Papers on Graph Analytics, Mining, and Learning
Size: 132 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 78 - Forks: 13
apache/incubator-hugegraph-ai
The integration of HugeGraph with AI/LLM & GraphRAG
Language: Python - Size: 966 KB - Last synced at: 4 days ago - Pushed at: 14 days ago - Stars: 74 - Forks: 36
cptq/SignNet-BasisNet
SignNet and BasisNet
Language: Python - Size: 2.55 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 72 - Forks: 13
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: 8 days ago - Pushed at: 11 months ago - Stars: 68 - Forks: 8
oracle-samples/pgx-samples
Applications using Parallel Graph AnalytiX (PGX) from Oracle Labs
Language: Jupyter Notebook - Size: 3.66 MB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 49 - Forks: 28
pasqal-io/quantum-evolution-kernel
A Graph Machine Learning library using Quantum Computing
Language: Python - Size: 3.3 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 46 - Forks: 5
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
sunfanyunn/graph-classification
A collection of graph classification methods
Language: OpenEdge ABL - Size: 2.83 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 42 - Forks: 4
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: about 2 years ago - Pushed at: over 2 years ago - Stars: 39 - Forks: 4
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: 5 months ago - Pushed at: 5 months ago - Stars: 36 - Forks: 2
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
Zhuofeng-Li/TEG-Benchmark
[NeurIPS 2024 π₯] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs
Language: Python - Size: 1010 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 30 - Forks: 2
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: 5 months ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 5
karannb/cs224w
Solutions to homework problems and programming assignments for Stanford's cs224w Machine Learning with Graphs (2021) course.
Language: Jupyter Notebook - Size: 189 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 24 - Forks: 4
ZhiningLiu1998/BAT
[ICML'24] BAT: π Boost Class-imbalanced Node Classification with <10 lines of Code | δ»ζζθ§θ§εΊε10θ‘代η ζΉεη±»ε«δΈεΉ³θ‘‘θηΉεη±»
Language: Python - Size: 122 KB - Last synced at: 22 days ago - Pushed at: 5 months ago - Stars: 24 - 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: 12 months ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 6
isadrtdinov/bootcamp-idao-2022
IDAO 2022: Machine Learning Bootcamp
Language: Jupyter Notebook - Size: 11.7 MB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 7
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: 3 months ago - Pushed at: 3 months ago - Stars: 18 - Forks: 7
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: over 1 year ago - Pushed at: almost 3 years ago - Stars: 17 - Forks: 4
RomanoLab/comptox_ai
ComptoxAI - An artificial Intelligence toolkit for computational toxicology
Language: Python - Size: 12.2 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 16 - Forks: 5
chenxuhao/GraphAIBench
A benchmark suite for Graph Machine Learning
Language: C++ - Size: 27.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 16 - Forks: 9
yandex-research/structural-graph-shifts
New structural distributional shifts for evaluating graph models
Language: Python - Size: 199 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 16 - 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
yandex-research/tabgraphs
A benchmark of meaningful graph datasets with tabular node features
Language: Python - Size: 138 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 12 - Forks: 1
LamineTourelab/Tutorial
Tutorials on machine learning, artificial intelligence in general and in biomedical research.
Language: Jupyter Notebook - Size: 70.3 MB - Last synced at: 6 months ago - Pushed at: 12 months ago - Stars: 12 - 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: 5 months ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 0
pykeen/kgem-software-review
π A review of KGEM packages and frameworks at https://pykeen.github.io/kgem-software-review.
Language: Python - Size: 62.5 KB - Last synced at: 10 days ago - Pushed at: 10 months ago - Stars: 10 - Forks: 1
Anindyadeep/YogaPoseGNN
When real time Yoga Position classification meets GNN
Language: Python - Size: 38 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 2
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: 1 day ago - Pushed at: 9 months ago - Stars: 9 - Forks: 3
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: 12 days ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 2
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: 10 days ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 0
Lintianqianjin/LangGFM
A Large Language Model Alone Can be a Powerful Graph Foundation Model
Language: Python - Size: 74.1 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 7 - Forks: 0
rodrigo-arenas/Graph-Embeddings
Graph and Nodes embeddings for downstream tasks
Language: Python - Size: 323 KB - Last synced at: 10 days ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 2
Desein-Yang/awesome-graph-structure-learning
A curated list of amazingly awesome things regarding Graph Structure Learning.
Size: 25.4 KB - Last synced at: 7 days ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0
Toloka/TolokerGraph
Toloker Graph: Interaction of Crowd Annotators
Size: 1.66 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0
skth5199/graph-based-fraud-detection
Fraud detection using Graph Convolutional Networks
Language: Jupyter Notebook - Size: 193 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0
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: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 1
Castavo/method-naming
Predicting Python method name given an Abstract Syntax Tree
Language: Jupyter Notebook - Size: 313 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0
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: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0
tugrulhkarabulut/github-job-title-prediction
Models for predicting job titles of github users.
Language: Jupyter Notebook - Size: 899 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
mondalanindya/GraphSemanticSegmentation
Graph Active Semi-supervised Semantic segmentation for Event-based Vision
Language: Jupyter Notebook - Size: 4.29 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
joseph-nagel/graph-nn
Machine learning on graphs
Language: Jupyter Notebook - Size: 46.9 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0
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: 27 days ago - Pushed at: 9 months ago - Stars: 1 - 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: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
mr-siddy/Evol-Graph
Understanding Evolution Through Spatio-Temporal Graph Generation
Language: Python - Size: 1.29 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
Orbifold/entity-resolution
Entity resolution package with Neo4j and S3 integration.
Language: Jupyter Notebook - Size: 3.34 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
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: 10 months ago - Pushed at: over 3 years ago - Stars: 1 - 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
yqhuang722/Paper-List
A paper list of my history reading. GNN, GRL, GFM, etc.
Size: 12.7 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0
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: 7 months ago - Pushed at: 7 months ago - Stars: 0 - 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: 2 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
yang-su2000/Machine-Learning-Notebook
Machine learning self-notes, review the best papers across all times.
Language: Python - Size: 690 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 1
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
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: over 1 year ago - Pushed at: over 1 year 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: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
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
rohitmujumdar/fairness-in-graph-embeddings
Language: Jupyter Notebook - Size: 127 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
