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Yuanfu Lu's Projects

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

anti-anti-spider icon anti-anti-spider


astgcn icon astgcn

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019

cn_mooc_dl icon cn_mooc_dl


convmf icon convmf

Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

dgl icon dgl

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

dyhne icon dyhne

Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"

dynamic-kg icon dynamic-kg

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

dynamictriad icon dynamictriad

Dynamic Network Embedding by Modeling Triadic Closure Process

embedx icon embedx

embedx 是基于 c++ 开发的、完全自研的分布式 embedding 训练和推理框架。它目前支持 图模型、深度排序、召回模型和图与排序、图与召回的联合训练模型等

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

hine icon hine

Heterogeneous Information Network Embedding

iclr2017 icon iclr2017

Doc2VecC from the paper "Efficient Vector Representation for Documents through Corruption"

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

l2p-gnn icon l2p-gnn

Codes and datasets for AAAI-2021 paper "Learning to Pre-train Graph Neural Networks"

leeml-notes icon leeml-notes


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