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abrw

Attributed Biased Random Walks (ABRW) is an Attributed Network Embedding method

awesome-gnn-papers

chatgentitle

🌟 ChatGenTitle：使用百万arXiv论文信息在LLaMA模型上进行微调的论文题目生成模型

chatpaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复

clash-for-linux-backup

clash-for-linux-backup

collaboration-in-publication

Collaboration in Publication: A Study of Collaboration Rates and Citation Rates (Research Skills Course, Uni of Birmingham)

dde-kg-editor

DDE KG Editor: A Data Service System for Knowledge Graph Construction in Geoscience

fossil-image-identification

Fossil Image Identification using Deep Learning Ensembles of Data Augmented Multiviews accepted by "Methods in Ecology and Evolution"

glodyne

GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718

gnnpapers

Must-read papers on graph neural networks (GNN)

graphgallery

GraphGallery is a gallery for benchmarking Graph Neural Networks (GNNs).

latex-templates

Graduate School LaTeX templates for Lab rotation proposal + report, OIST beamer and Thesis + thesis proposal

licap

Label Informed Contrastive Pre-training for Node Importance Estimation on Knowledge Graphs

netemb-datasets

A collection of real-world networks/graphs for Network Embedding

netwulf

Interactive visualization of networks based on Ulf Aslak's d3 web app.

openane

OpenANE: the first Open source framework specialized in Attributed Network Embedding. The related paper was accepted by Neurocomputing. https://doi.org/10.1016/j.neucom.2020.05.080

python

All Algorithms implemented in Python

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

pytorch_geometric_temporal

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

sg-edne

SG-EDNE: Skip-Gram based Ensembles Dynamic Network Embedding (for our paper "Robust Dynamic Network Embedding via Ensembles")