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Sun Hao's Projects

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Master Thesis

a-pgnn icon a-pgnn

[TKDE 2021] Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recommendation"

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

algo icon algo

《图解算法》代码整理

clsr icon clsr

The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)

cohhn icon cohhn

Session-based Recommendation, CoHHN, price preferences, interest preferences, Heterogeneous Hypergraph, Co-guided Learning, SIGIR2022

deeprec icon deeprec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

dhcn icon dhcn

Codes for paper 'Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation'

didn icon didn

Session-based Recommendation, DIDN, Dynamic intents, Uncertain behavior, Information Processing & Management (IPM), IPM2022

fgnn icon fgnn

An implementation FGNN.

gc-san icon gc-san

An implementation trying to reproduce "Graph contextualized self-attention network for session-based recommendation" based on SR-GNN code.

gce-gnn icon gce-gnn

The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

iagnn icon iagnn

Official public repository of paper "Intention Adaptive Graph Neural Network for Category-Aware Session-Based Recommendation"

ic-gar icon ic-gar

Tensorflow implementation of Item Co-occurrence Graph Augmented Session-based Recommendation

learn-deepfm icon learn-deepfm

本项目使用PaddRec推荐系统中的多个模型进行对比,并基于Criteo数据集完成对点击率模型的训练和预测。也是对点击率模型的学习。

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