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ala-gcn

algorithms

A collection of algorithms and data structures

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

arxiv-crawler

Arxiv crawler (only abstract)

arxiv-crawler-1

Crawling Title and Abstract information of papers from ArXiv advanced Search

awesome-llms-in-graph-tasks

A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.

benchmarking-gnns

Repository for benchmarking graph neural networks

coder2gwy

互联网首份程序员考公指南，由3位已经进入体制内的前大厂程序员联合献上。

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

deepergnn

Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

distance-encoding

Distance Encoding for GNN Design

dropedge

This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification

eaml

Code Release for Learning to Adapt to Evolving Domains

edge-addition-planarity-suite

euler

A distributed graph deep learning framework.

fastbook

Draft of the fastai book

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcp-with-gnns-example

gdc

Bayesian Graph Neural Networks with Adaptive Connection Sampling - Pytorch

gnn4cd

Supervised community detection with line graph neural networks

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graph-coarsening

Multilevel graph coarsening algorithm with spectral and cut guarantees

graph-networks

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

graph_based_finance

graphgym

Platform for designing and evaluating Graph Neural Networks (GNN)