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pypi.org "graph-neural-networks" keyword

View the packages on the pypi.org package registry that are tagged with the "graph-neural-networks" keyword.

Top 1.9% on pypi.org
torch-cluster 1.6.3
PyTorch Extension Library of Optimized Graph Cluster Algorithms
34 versions - Latest release: over 1 year ago - 24 dependent packages - 410 dependent repositories - 22.9 thousand downloads last month - 862 stars on GitHub - 1 maintainer
graph-weather 1.0.94 💰
Weather Forecasting with Graph Neural Networks
98 versions - Latest release: 2 months ago - 1 dependent repositories - 3.41 thousand downloads last month - 192 stars on GitHub - 2 maintainers
Top 1.6% on pypi.org
ogb 1.3.6
Open Graph Benchmark
19 versions - Latest release: about 2 years ago - 15 dependent packages - 289 dependent repositories - 38.1 thousand downloads last month - 1,911 stars on GitHub - 1 maintainer
topomodelx 0.0.1
Topological Deep Learning
1 version - Latest release: 6 months ago - 85 downloads last month - 266 stars on GitHub - 2 maintainers
aprile 0.1.0
Adverse Polypharmacy Reaction Intelligent Learner and Explainer (APRILE) -- An explainable machin...
1 version - Latest release: over 3 years ago - 1 dependent repositories - 55 downloads last month - 7 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
dgl 2.2.1
Deep Graph Library
66 versions - Latest release: 11 months ago - 56 dependent packages - 346 dependent repositories - 110 thousand downloads last month - 13,091 stars on GitHub - 1 maintainer
pai-easydist 0.1.0
Efficient Automatic Training System for Super-Large Models
1 version - Latest release: over 1 year ago - 55 downloads last month - 79 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
dglgo 0.0.2
DGL
2 versions - Latest release: almost 3 years ago - 4 dependent packages - 30 dependent repositories - 4.39 thousand downloads last month - 13,091 stars on GitHub - 1 maintainer
Top 0.5% on pypi.org
torch-geometric 2.6.1
Graph Neural Network Library for PyTorch
44 versions - Latest release: 7 months ago - 120 dependent packages - 1,062 dependent repositories - 571 thousand downloads last month - 21,313 stars on GitHub - 1 maintainer
graphzoo 0.0.1
A hyperbolic toolkit
1 version - Latest release: over 2 years ago - 46 downloads last month - 24 stars on GitHub - 1 maintainer
kumoai 1.4.0
AI on the Modern Data Stack
7 versions - Latest release: 1 day ago - 3.15 thousand downloads last month - 1 maintainer
kumo-api 0.8.0
RESTful datamodels for Kumo AI
9 versions - Latest release: 1 day ago - 1.14 thousand downloads last month - 1 maintainer
topoembedx 0.0.2.dev131
Representation Learning on Topological Domains
1 version - Latest release: 6 months ago - 62 downloads last month - 79 stars on GitHub - 2 maintainers
ctu-relational 0.4.0
CTU Relational: SQL Database Datasets for Machine Learning
7 versions - Latest release: 22 days ago - 503 downloads last month - 5 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
dgl-cu92 0.6.1
Deep Graph Library
71 versions - Latest release: about 4 years ago - 2 dependent repositories - 3.34 thousand downloads last month - 13,835 stars on GitHub - 1 maintainer
Top 3.6% on pypi.org
dgl-cu111 0.6.1
Deep Graph Library
2 versions - Latest release: about 4 years ago - 1 dependent package - 75 dependent repositories - 623 downloads last month - 13,835 stars on GitHub - 1 maintainer
Top 4.8% on pypi.org
dgl-cu110 0.6.1
Deep Graph Library
4 versions - Latest release: about 4 years ago - 10 dependent repositories - 760 downloads last month - 13,835 stars on GitHub - 1 maintainer
Top 5.0% on pypi.org
dgl-cu102 0.6.1
Deep Graph Library
11 versions - Latest release: about 4 years ago - 1 dependent package - 19 dependent repositories - 1.28 thousand downloads last month - 13,835 stars on GitHub - 1 maintainer
Top 5.4% on pypi.org
dgl-cu100 0.5.3
Deep Graph Library
46 versions - Latest release: over 4 years ago - 7 dependent repositories - 2.72 thousand downloads last month - 13,835 stars on GitHub - 1 maintainer
Top 8.7% on pypi.org
dgl-cu90 0.5.3
Deep Graph Library
46 versions - Latest release: over 4 years ago - 2 dependent repositories - 2.15 thousand downloads last month - 13,837 stars on GitHub - 1 maintainer
Top 3.7% on pypi.org
dgl-cu101 0.6.1
Deep Graph Library
12 versions - Latest release: about 4 years ago - 2 dependent packages - 19 dependent repositories - 1.36 thousand downloads last month - 13,835 stars on GitHub - 1 maintainer
pyhgf 0.2.4
Dynamic neural networks for predictive coding
31 versions - Latest release: about 1 month ago - 1.16 thousand downloads last month - 44 stars on GitHub - 1 maintainer
job-shop-lib 1.0.1
An easy-to-use and modular Python library for the Job Shop Scheduling Problem (JSSP)
22 versions - Latest release: 29 days ago - 1.13 thousand downloads last month - 18 stars on GitHub - 1 maintainer
relation-llm 0.0.1
A package aiming to using LLM to analyse relational data. Still in developing.
1 version - Latest release: about 1 year ago - 59 downloads last month - 421 stars on GitHub - 1 maintainer
graphlime 1.2.0
A package
3 versions - Latest release: over 4 years ago - 2 dependent repositories - 188 downloads last month - 90 stars on GitHub - 1 maintainer
molcraft 0.1.0a3
Graph Neural Networks for Molecular Machine Learning
3 versions - Latest release: 4 days ago - 114 downloads last month - 0 stars on GitHub - 1 maintainer
syntherela 0.0.4
SyntheRela - Synthetic Relational Data Generation Benchmark
4 versions - Latest release: about 1 month ago - 276 downloads last month - 33 stars on GitHub - 2 maintainers
braingraphstudio 0.1.4
A GUI-based toolkit for building, training, and optimizing graph neural networks for brain graph ...
5 versions - Latest release: 10 months ago - 106 downloads last month - 0 stars on GitHub - 1 maintainer
molgraph 0.8.4
Graph Neural Networks for Molecular Machine Learning
63 versions - Latest release: about 1 month ago - 1 dependent repositories - 2.5 thousand downloads last month - 44 stars on GitHub - 1 maintainer
grape-pi 1.0.2
Using graph neural networks to enhance protein identification using protein interaction networks.
3 versions - Latest release: 4 months ago - 143 downloads last month - 22,212 stars on GitHub - 1 maintainer
graphstam 1.2.10
Graph Based Spatio-Temporal Attention Models For Demand Forecasting
17 versions - Latest release: about 1 year ago - 506 downloads last month - 22,212 stars on GitHub - 1 maintainer
pyg-multiagent 0.0.5
Python Package for Multi-Agent Learning
5 versions - Latest release: over 2 years ago - 1 dependent repositories - 176 downloads last month - 8 stars on GitHub - 1 maintainer
torch-spatiotemporal 0.9.5
A PyTorch library for spatiotemporal data processing
8 versions - Latest release: 9 months ago - 1 dependent repositories - 657 downloads last month - 322 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
dgllife 0.3.2
DGL-based package for Life Science
17 versions - Latest release: about 2 years ago - 8 dependent packages - 29 dependent repositories - 11.5 thousand downloads last month - 749 stars on GitHub - 1 maintainer
benchtemp 1.1.1
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks
3 versions - Latest release: almost 2 years ago - 126 downloads last month - 14 stars on GitHub - 1 maintainer
deeprank2 3.1.0
DeepRank2 is an open-source deep learning framework for data mining of protein-protein interfaces...
10 versions - Latest release: 7 months ago - 423 downloads last month - 49 stars on GitHub - 1 maintainer
Top 4.7% on pypi.org
deeprobust 0.2.11
A PyTorch library for adversarial robustness learning for image and graph data.
15 versions - Latest release: 9 months ago - 1 dependent package - 12 dependent repositories - 6.96 thousand downloads last month - 1,023 stars on GitHub - 2 maintainers
Top 5.7% on pypi.org
graphein 1.7.7 💰
Protein & Interactomic Graph Construction for Machine Learning
31 versions - Latest release: 7 months ago - 1 dependent package - 3 dependent repositories - 1.73 thousand downloads last month - 927 stars on GitHub - 1 maintainer
sgl-dair 0.1.5
Graph Neural Network (GNN) toolkit targeting scalable graph learning
3 versions - Latest release: almost 3 years ago - 1 dependent repositories - 124 downloads last month - 148 stars on GitHub - 1 maintainer
fastgraphml 0.0.0
Given an input graph the library generates graph embeddings using Low-Code built on top of PyG
1 version - Latest release: over 2 years ago - 48 downloads last month - 68 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
torch-spline-conv 1.2.2
Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch
12 versions - Latest release: about 2 years ago - 16 dependent packages - 437 dependent repositories - 11.8 thousand downloads last month - 178 stars on GitHub - 1 maintainer
ugle 0.6.0
This is a repository for investigating implementations of GNNs for unsupervise...
6 versions - Latest release: about 1 year ago - 132 downloads last month - 5 stars on GitHub - 1 maintainer
openhgnn 0.7.0
An open-source toolkit for Heterogeneous Graph Neural Network
9 versions - Latest release: 9 months ago - 1 dependent repositories - 430 downloads last month - 830 stars on GitHub - 1 maintainer
testopenhgnn 1.2
OpenHGNN: an open-source toolkit for Heterogeneous Graph Neural Network
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 74 downloads last month - 902 stars on GitHub - 1 maintainer
dict-lookup-mpnn-problem 0.1.1
Add your description here
2 versions - Latest release: 6 months ago - 110 downloads last month - 328 stars on GitHub - 1 maintainer
euler2-gl 1.0.0
A toolset for network representation learning.
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 33 downloads last month - 2,899 stars on GitHub - 1 maintainer
euler-gl 0.1.2
A toolset for network representation learning.
2 versions - Latest release: about 6 years ago - 1 dependent repositories - 62 downloads last month - 2,899 stars on GitHub - 1 maintainer
graphchem 2.3.3
Graph-based machine learning for chemical property prediction
15 versions - Latest release: 2 months ago - 1 dependent repositories - 569 downloads last month - 32 stars on GitHub - 1 maintainer
programl 0.3.2
A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations
4 versions - Latest release: about 3 years ago - 2 dependent repositories - 371 downloads last month - 313 stars on GitHub - 1 maintainer
pydance 1.0.1
Deep Learning for Single-cell Analysis
4 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 311 downloads last month - 356 stars on GitHub - 2 maintainers
Top 7.0% on pypi.org
cogdl 0.5.3
An Extensive Research Toolkit for Deep Learning on Graphs
17 versions - Latest release: almost 3 years ago - 4 dependent repositories - 843 downloads last month - 1,768 stars on GitHub - 2 maintainers
graphlog 1.0.0
API to interface with the GraphLog Dataset
6 versions - Latest release: over 4 years ago - 1 dependent repositories - 215 downloads last month - 22,198 stars on GitHub - 2 maintainers
Top 7.8% on pypi.org
histocartography 0.2.1
Installable histocartography package.
8 versions - Latest release: over 3 years ago - 3 dependent repositories - 430 downloads last month - 251 stars on GitHub - 1 maintainer
stgraph 1.1.0
🌟 Vertex Centric approach for building GNN/TGNNs
2 versions - Latest release: 7 months ago - 107 downloads last month - 22 stars on GitHub - 2 maintainers
graphgallery 1.0.0
A Gallery for Benchmarking Graph Neural Networks and Graph Adversarial Learning.
20 versions - Latest release: over 3 years ago - 1 dependent repositories - 763 downloads last month - 467 stars on GitHub - 1 maintainer
graph-ood 0.1.0
GOOD: A Graph Out-of-Distribution Benchmark
1 version - Latest release: almost 3 years ago - 60 downloads last month - 193 stars on GitHub - 1 maintainer
graphlearn-torch 0.2.4
Graph Learning for PyTorch (GraphLearn-for-PyTorch)
8 versions - Latest release: 5 months ago - 585 downloads last month - 116 stars on GitHub - 1 maintainer
bird-cloud-gnn 0.1.0
Graph Neural Network for bird point cloud data
1 version - Latest release: over 1 year ago - 48 downloads last month - 7 stars on GitHub - 1 maintainer
recstudio 0.0.8
A modular, efficient, unified, and comprehensive recommendation library based on PyTorch.
6 versions - Latest release: about 3 years ago - 1 dependent repositories - 66 downloads last month - 183 stars on GitHub - 1 maintainer
Top 7.8% on pypi.org
chgnet 0.4.0
Pretrained Universal Neural Network Potential for Charge-informed Atomistic Modeling
15 versions - Latest release: 7 months ago - 8 dependent packages - 2 dependent repositories - 36.6 thousand downloads last month - 294 stars on GitHub - 1 maintainer
photonai-graph 0.2.5
PHOTON Graph - Graph machine learning with photonai.
8 versions - Latest release: about 2 years ago - 253 downloads last month - 10 stars on GitHub - 3 maintainers
mlip-arena 0.1.0
Fair and transparent benchmark of machine-learned interatomic potentials (MLIPs), beyond basic er...
4 versions - Latest release: 8 days ago - 143 downloads last month - 56 stars on GitHub - 1 maintainer
autogl 0.4.0
AutoML tools for graph-structure dataset
3 versions - Latest release: over 2 years ago - 193 downloads last month - 1,106 stars on GitHub - 1 maintainer
graph-embeddings 0.1.0
Graph embeddings for downstream tasks
3 versions - Latest release: almost 3 years ago - 153 downloads last month - 5 stars on GitHub - 1 maintainer
coverage-control 1.3.1
Library for large-scale coverage control using robot swarms
5 versions - Latest release: 5 months ago - 327 downloads last month - 4 stars on GitHub - 1 maintainer
deepinteract 1.0.9
A geometric deep learning pipeline for predicting protein interface contacts.
9 versions - Latest release: about 3 years ago - 1 dependent repositories - 213 downloads last month - 63 stars on GitHub - 1 maintainer
graph-learn 1.1.0
Python Interface for Graph Neural Network
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 256 downloads last month - 1,298 stars on GitHub - 1 maintainer
exper 0.2.0
This is a python package for running deep learning experiments. Users can rapidly run their exper...
5 versions - Latest release: 12 months ago - 209 downloads last month - 1,488 stars on GitHub - 1 maintainer
Top 2.7% on pypi.org
spektral 1.3.1
Graph Neural Networks with Keras and TensorFlow.
35 versions - Latest release: about 1 year ago - 5 dependent packages - 42 dependent repositories - 10.7 thousand downloads last month - 2,377 stars on GitHub - 1 maintainer
bigraph 0.1rc7
Python package for link prediction in bipartite graphs and networks
3 versions - Latest release: over 4 years ago - 137 downloads last month - 84 stars on GitHub - 2 maintainers
Top 6.2% on pypi.org
gs-coordinator 0.29.0
🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统
553 versions - Latest release: 7 months ago - 1 dependent package - 1 dependent repositories - 1.26 thousand downloads last month - 3,117 stars on GitHub - 3 maintainers
Top 5.2% on pypi.org
graphscope 0.29.0
🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统
638 versions - Latest release: 7 months ago - 1 dependent package - 2 dependent repositories - 1.82 thousand downloads last month - 3,353 stars on GitHub - 3 maintainers
Top 6.2% on pypi.org
gs-engine 0.29.0
🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统
544 versions - Latest release: 7 months ago - 1 dependent package - 1 dependent repositories - 1.3 thousand downloads last month - 3,353 stars on GitHub - 3 maintainers
graphscope-gaia 0.1.1
GPU for GraphScope
1 version - Latest release: about 3 years ago - 1 dependent repositories - 28 downloads last month - 3,353 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
graphscope-client 0.29.0
GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba
575 versions - Latest release: 7 months ago - 1 dependent package - 13 dependent repositories - 2.96 thousand downloads last month - 3,353 stars on GitHub - 3 maintainers
graphscope-gaiax 0.1.1
GPU for GraphScope
1 version - Latest release: about 3 years ago - 1 dependent repositories - 30 downloads last month - 3,353 stars on GitHub - 1 maintainer
gs-gaia 0.1.1
GPU for GraphScope
1 version - Latest release: about 3 years ago - 1 dependent repositories - 28 downloads last month - 3,353 stars on GitHub - 1 maintainer
graphscope-jupyter 0.4.1
Python implementation of the graph visualization tool Graphin.
1 version - Latest release: almost 4 years ago - 1 dependent repositories - 56 downloads last month - 3,353 stars on GitHub - 1 maintainer
pygaiax 0.1.1
GPU for GraphScope
1 version - Latest release: about 3 years ago - 1 dependent repositories - 23 downloads last month - 3,353 stars on GitHub - 1 maintainer
gs-lib 0.13.0
🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统
8 versions - Latest release: almost 3 years ago - 1 dependent package - 1 dependent repositories - 498 downloads last month - 3,353 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
gs-apps 0.29.0
🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统
541 versions - Latest release: 7 months ago - 1 dependent package - 1 dependent repositories - 1.5 thousand downloads last month - 3,353 stars on GitHub - 3 maintainers
graphscope-gpu 0.1.1
GPU for GraphScope
1 version - Latest release: about 3 years ago - 1 dependent repositories - 29 downloads last month - 3,353 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
gs-include 0.29.0
🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统
544 versions - Latest release: 7 months ago - 1 dependent package - 1 dependent repositories - 1.22 thousand downloads last month - 3,353 stars on GitHub - 3 maintainers
gs-gpu 0.1.1
GPU for GraphScope
1 version - Latest release: about 3 years ago - 1 dependent repositories - 29 downloads last month - 3,353 stars on GitHub - 1 maintainer
gs-gaiax 0.1.1
GPU for GraphScope
1 version - Latest release: about 3 years ago - 1 dependent repositories - 32 downloads last month - 3,353 stars on GitHub - 1 maintainer
gs-jython 0.13.0
🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统
8 versions - Latest release: almost 3 years ago - 1 dependent package - 1 dependent repositories - 342 downloads last month - 3,353 stars on GitHub - 1 maintainer
graphscope-java 0.1.1
GPU for GraphScope
1 version - Latest release: about 3 years ago - 1 dependent repositories - 32 downloads last month - 3,353 stars on GitHub - 1 maintainer
gs-java 0.1.1
GPU for GraphScope
1 version - Latest release: about 3 years ago - 1 dependent repositories - 34 downloads last month - 3,353 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
stellargraph 1.2.1
Python library for machine learning on graphs
24 versions - Latest release: almost 5 years ago - 1 dependent package - 46 dependent repositories - 3.66 thousand downloads last month - 2,994 stars on GitHub - 3 maintainers
stellargraph-mvisani 1.3.1b0
Python library for machine learning on graphs
2 versions - Latest release: over 1 year ago - 73 downloads last month - 2,994 stars on GitHub - 1 maintainer
Top 6.4% on pypi.org
pygod 1.1.0
A Python Library for Graph Outlier Detection (Anomaly Detection)
8 versions - Latest release: about 1 year ago - 2 dependent repositories - 793 downloads last month - 1,406 stars on GitHub - 2 maintainers
Top 3.9% on pypi.org
ktrain 0.41.4
ktrain is a wrapper for TensorFlow Keras that makes deep learning and AI more accessible and easi...
210 versions - Latest release: 10 months ago - 83 dependent repositories - 7.42 thousand downloads last month - 1,255 stars on GitHub - 1 maintainer
ignutils 0.0.10
Reusable components
9 versions - Latest release: 12 months ago - 28 downloads last month - 3,568 stars on GitHub - 3 maintainers
haiku-geometric 0.0.5
A collection of graph neural networks implementations in JAX
7 versions - Latest release: over 1 year ago - 1 dependent repositories - 258 downloads last month - 32 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
torch-geometric-temporal 0.56.0 💰
A Temporal Extension Library for PyTorch Geometric.
47 versions - Latest release: 23 days ago - 5 dependent packages - 18 dependent repositories - 4 thousand downloads last month - 2,767 stars on GitHub - 3 maintainers
Top 5.5% on pypi.org
deepsnap 0.2.1
Deepsnap package
5 versions - Latest release: over 3 years ago - 1 dependent package - 12 dependent repositories - 489 downloads last month - 554 stars on GitHub - 3 maintainers
Top 3.2% on pypi.org
recbole 1.2.1
A unified, comprehensive and efficient recommendation library
10 versions - Latest release: about 2 months ago - 1 dependent package - 21 dependent repositories - 42.3 thousand downloads last month - 3,673 stars on GitHub - 1 maintainer
hippynn 0.1.0
The hippynn python package - a modular library for atomistic machine learning with pytorch
4 versions - Latest release: 11 days ago - 464 downloads last month - 65 stars on GitHub - 2 maintainers
dhg 0.9.4
DHG is a Deep Learning Framework for Graph Neural Network and Hypergraph Neural Networks.
5 versions - Latest release: about 1 year ago - 1 dependent repositories - 798 downloads last month - 728 stars on GitHub - 1 maintainer
pyg-library 0.2.0
Low-Level Graph Neural Network Operators for PyG
1 version - Latest release: about 2 years ago - 1 dependent package - 1 dependent repositories - 413 downloads last month - 164 stars on GitHub - 1 maintainer
Related Keywords
deep-learning 74 pytorch 58 machine-learning 34 graph 29 geometric-deep-learning 27 data-science 21 graph-data 20 python 20 graph-convolutional-networks 19 analytics 19 big-data 18 graph-analytics 18 graph-computation 18 graph-computing 18 gremlin 18 GraphScope 16 Graph Computations 16 pytorch-geometric 12 tensorflow 9 dgl 8 graph neural networks 7 graphs 7 gnn 7 deep learning 7 bioinformatics 7 benchmark 6 graph-machine-learning 5 network-embedding 5 graph-algorithms 5 sequential-recommendation 5 ctr-prediction 5 collaborative-filtering 5 gcn 5 networkx 4 adversarial-attacks 4 recommender-system 4 link-prediction 4 graph-embedding 4 jax 4 keras 4 computational-biology 4 drug-discovery 4 machine learning 4 recommendation-system 4 graph neural network 4 topological-deep-learning 3 representation-learning 3 knowledge-graph 3 learning 3 distribution-shift 3 hypergraph-neural-networks 3 heterogeneous 3 recommender 3 Deep Learning 3 node2vec 3 networks 3 graph-learning 3 computational-chemistry 3 neural-networks 3 neural-architecture-search 3 topological-neural-networks 3 stellargraph-library 3 temporal-data 3 open-source 3 explainable-ai 3 graph-analysis 3 temporal-graphs 3 torch_geometric 3 geometric-adversarial-learning 3 spatiotemporal 2 spatio-temporal-data 2 spatio-temporal-analysis 2 cheminformatics 2 temporal-graph-networks 2 dynamic-graph 2 attention 2 benchmark-framework 2 molecule 2 embeddings 2 structural-biology 2 ppi-networks 2 pyg 2 ggnn 2 toolkit 2 spatial-data 2 ensemble-learning 2 graph-representation-learning 2 machine 2 graph-reliability-toolbox 2 inherent-noise 2 molecule-generation 2 molecular-dynamics 2 spatial-omics 2 Matrix Factorization 2 Collaborative Filtering 2 Content-Based 2 Recommender System 2 Data Mining 2 cython 2 graphsage 2