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6 search results found

Pytorch_geometric_temporal ⭐ 2,386

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

Datasets ⭐ 521

A repository of pretty cool datasets that I collected for network science and machine learning research.

Role2vec ⭐ 157

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Network Science ⭐ 67

Practical assignments for the network science course

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

Ntds_2019 ⭐ 45

Material for the EPFL master course "A Network Tour of Data Science", edition 2019.

Awesome Higherordergraph ⭐ 17

Collection of papers relating data-driven higher-order graph/networks researches.

Graphmaker ⭐ 17

code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"

Netsci Labs ⭐ 7

(In progress) Network science laboratories. Covers graph theory, random graphs and ML on graphs

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