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Description

This is a fork of the RecZoo recommendation tasks repository.

Most main contributions were made in the main ultragcn code.

For the sake of fork etiquette, most of the unexplored original code was left untouched. Relevant code is nested under UltraGCN.

Experimentation

See the original documentation for execution instructions. Final modifications were tested on the amazonbooks dataset. See appropriate config file for usage reference.

Base Model

Model Publication
UltraGCN Kelong Mao, Jieming Zhu, Xi Xiao, Biao Lu, Zhaowei Wang, Xiuqiang He. UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation, in CIKM 2021.

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A curated model zoo for recommendation tasks

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  • Python 100.0%