graph-generation

There are 7 repositories under graph-generation topic.

networkx / networkx
Network Analysis in Python
complex-networks graph-algorithms graph-analysis graph-generation graph-theory graph-visualization python
Language:Python 16320
divelab / DIG
A library for graph deep learning research
3d-graph deep-learning explainable-ml graph-generation graph-neural-network self-supervised-learning
Language:Python 1996
scabbard
arunkumar9t2 / scabbard
🗡 A tool to visualize Dagger 2 dependency graphs
dagger dagger2 dependency-graph gradle-plugin intellij-plugin kotlin graphviz graph-generation dependency-injection
Language:Kotlin 876
networkit / networkit
NetworKit is a growing open-source toolkit for large-scale network analysis.
complex-networks graph-algorithms network-analysis cpp graph-analysis graph-generation dynamic-networks parallel-algorithm python
Language:C++ 824
sbromberger / LightGraphs.jl
An optimized graphs package for the Julia programming language
graph graph-algorithms graph-analytics graph-generation graph-theory julia lightgraphs
Language:Julia 669
lrjconan / GRAN
Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019
deep-generative-model generative-model graph-generation graph-neural-networks neurips-2019
Language:C++ 478
HKUDS / OpenGraph
[EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"
data-augmentation fundation-models graph-algorithms graph-fundation-models graph-generation graph-learning graph-neural-networks large-langage-models large-language-models transformer
Language:Python 317
pyrgg
sepandhaghighi / pyrgg
🔧 Python Random Graph Generator
beerpay generator gpu graph-computing graph-generation graph-generator gtgraph math mathematics python python3 script
Language:Python 220
harryjo97 / GDSS
Official Code Repository for the paper "Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations" (ICML 2022)
graph-generation score-based-generative-modeling diffusion-models stochastic-differential-equations molecule-generation
Language:Python 179
mmalohlava / gradle-visteg
Exports task execution graph as .dot file
gradle-plugin dotfiles graph-generation
Language:Groovy 131
juliojsb / sarviewer
Generate graphs with gnuplot or matplotlib (Python) from sar data
gnuplot sar graph-generation graph monitoring jota juliojsb plot matplotlib python linux sysstat ram cpu sar-data
Language:Python 73
Graph-COM / GraphMaker
[TMLR] GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?
ddpm generative-model graph-generation graph-neural-networks network-science node-classification pytorch synthetic-data-generation social-network
Language:Python 64
phlippe / CategoricalNF
Official repository for "Categorical Normalizing Flows via Continuous Transformations"
normalizing-flows molecule-generation graph-generation
Language:Python 57
yuntaoshou / Graph-Diffusion-Models-A-Comprehensive-Survey-of-Methods-and-Applications
Awesome Graph Diffusion Models is a collection of graph generation works, including papers, codes and datasets.
graph-diffusion graph-generation graph-generation-datasets survey
55
Shen-Lab / LDM-3DG
[ICLR 2024] "Latent 3D Graph Diffusion" by Yuning You, Ruida Zhou, Jiwoong Park, Haotian Xu, Chao Tian, Zhangyang Wang, Yang Shen
3d-graphs diffusion-models graph-generation latent-diffusion multimodal-learning self-supervised-learning
Language:Python 52
CarloLucibello / Erdos.jl
A library for graph analysis written Julia.
julia graph-library graph-algorithms graph-generation graph graphs networks
Language:Julia 41
DongqiFu / DPPIN
DPPIN: A Biological Repository of Dynamic Protein-Protein Interaction Network Data, IEEE BigData 2022
graph-dataset graph-generation protein-protein-interaction
Language:Python 30
GRAPH-0 / GraphGDP
Implementation for the paper: GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation
diffusion-models graph-generation
Language:Python 30
tufts-ml / graph-generation-vi
This repository contains PyTorch implementation of the following paper: "Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation"
graph-neural-networks graph-generation variational-inference graph-isomorphism permutation-algorithms
Language:Python 29
Graph-COM / LayerDAG
[ICLR 2025 Spotlight] LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs
autoregressive-models dataflows ddpm directed-acyclic-graph generative-model graph-generation graph-neural-networks intermediate-representation pytorch synthetic-data-generation
Language:Python 24
basiralab / MultiGraphGAN
MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.
brain-graphs graph-generation source-graph target-graph gan generative-adversarial-network geometric-deep-learning brain-connectivity morphological-brain-networks multimodal-deep-learning predictive-learning predictive-intelligence multi-view-learning
Language:Python 22
savnani5 / Motion-Planning-of-a-differential-drive-robot
The differential drive has an ESP32 board for wireless connectivity a Client-Server network is established between the server laptop and client ESP to transmit the coordinates to the robot. An overhead camera is used to visually survey the obstacle course and image processing is used to segment the obstacles and the robot from the captured images. Further, the obstacle course is used to make a "visibility graph" and finally "Dijkstra's shortest path algorithm" is used to search the shortest pah from the robot position to the goal position. Kinematic Equations of the differential drive are used to drive the robot on the path obtained. Finally, a pygame simulation of the robot movement is made to predict the behavior of the robot in real world and the robot is driven using this simulation.
path-planning motion-graph-generation graph-search robotics control pygame-simulation
Language:Python 21
pckroon / hypothesis-networkx
Hypothesis strategy to generate NetworkX graphs.
hypothesis graph-generation networkx testing graph hacktoberfest python
Language:Python 20
madaan / temporal-graph-gen
Pre-trained models for our work on Temporal Graph Generation
graph-generation language-generation
Language:Python 19
overtime
overtime3 / overtime
A Temporal Networks Library written in Python
python temporal-networks temporal-graphs graph-algorithms graph-analysis graph-generation graph-visualization
Language:Python 14
alexandengstrom / road-network-generator
Python tool for generating undirected weighted graphs representing road networks.
graph graph-generation graph-generator pathfinding road road-network
Language:Python 12
RobertCsordas / molecule_gen
Implementation of "Learning Deep Generative Models"
graph-generation pytorch neural-network machine-learning molecule-generation
Language:Python 12
gialdetti / netsci
Analyzing Complex Networks with Python
python network-science graph-theory graph-algorithms geometrical-graphs spatial-networks network-motifs graph-generation gpu gpu-acceleration
Language:Python 11
malbarbo / fera
An aggregation of algorithms, data structures and supporting crates
graph graph-algorithms graph-generation data-structures algorithms
Language:Rust 11
basiralab / ABMT
ABMT (Adversarial Brain Multiplex Translator) for brain graph translation using geometric generative adversarial network (gGAN).
morphological-brain-multiplexes brain-graph-translation predicting-brain-multiplexes brain-network geometric-deep-learning graph-generation graph-embedding multiplex data-generation predictive-learning predictive-intelligence gender-classification brain-connectivity brain-networks connectome gan generative-adversarial-network
Language:Python 8
jElhamm / Hands-On-Graph-Neural-Networks-Using-Python
"This repository contains the implementation code for the book, which serves as a practical guide to understanding and applying Graph Neural Networks (GNNs) using Python."
anomaly-detection deep-walk gnn-model graph-attention-networks graph-convolutional-networks graph-generation graph-neural-network graph-theory hands-on-machine-learning heterogeneous-graph jupyter-notebook link-prediction node-representation python recommender-system traffic-forecasting vanilla-neural-network
Language:Jupyter Notebook 6
koguz / APAL
APAL: Adjacency Propagation Algorithm for overlapping community detection
community-detection-algorithm graph-generation overlapping-community-detection
Language:Python 6
ronin13 / dotler
Graphviz dot generating concurrent lockless web crawler written in Go
concurrent crawler golang graph-generation graphviz lockless svg
Language:Go 6
basiralab / 4D-FED-GNN
Federated time-dependent graph evolution prediction with missing timepoints.
brain-connectivity brain-network federated-learning gnn graph-neural-networks longitudinal-data missing-data network-prediction graph-generation graph-synthesis predictive-learning
Language:Python 5
basiralab / CGTS-GAN
Topology-guided cyclic graph generation using GCNs.
graph-neural-networks cyclegan graph-generation gan brain-connectome brain-connectivity topology-graph gcn graph-convolutional-networks
Language:Python 5
Gogis0 / chordless-graphs-generator
Counting chordless cycles in undirected graphs
undirected-graphs chordless-cycles graph-generation nauty
Language:C++ 5