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+*General and extensible data structure.* We design general and extensible data structures to unify the formatting and
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+**General and extensible data structure.** We design general and extensible data structures to unify the formatting and
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usage of various recommendation datasets.
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+*Comprehensive benchmark models and datasets.* We implement 53 commonly used recommendation algorithms, and provide
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+**Comprehensive benchmark models and datasets.** We implement 53 commonly used recommendation algorithms, and provide
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the formatted copies of 27 recommendation datasets.
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+*Efficient GPU-accelerated execution.* We optimize the efficiency of our library with a number of improved techniques
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+**Efficient GPU-accelerated execution.** We optimize the efficiency of our library with a number of improved techniques
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oriented to the GPU environment.
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+*Extensive and standard evaluation protocols.* We support a series of widely adopted evaluation protocols or settings
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+**Extensive and standard evaluation protocols.** We support a series of widely adopted evaluation protocols or settings
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for testing and comparing recommendation algorithms.
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## RecBole News
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### Install from conda
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```bash
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conda install recbole
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conda install -c aibox recbole
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```
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### Install from pip
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We welcome all contributions from bug fixes to new features and extensions.
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We expect all contributions discussed in the issue tracker and going through PRs
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We expect all contributions discussed in the issue tracker and going through PRs.
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## Cite
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```
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@article{recbole,
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title={RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms},
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author={Wayne Xin Zhao and Shanlei Mu and Yupeng Hou and Zihan Lin and Kaiyuan Li and Yushuo Chen and Yujie Lu and Hui Wang and Changxin Tian and Yingqian Min and Zhichao Feng and Xingyu Pan and Xinyan Fan and Xu Chen and Pengfei Wang and Wendi Ji and Yaliang Li and Zhen Wang and Xiaoling Wang and Ji-Rong Wen},
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author={Wayne Xin Zhao and Shanlei Mu and Yupeng Hou and Zihan Lin and Kaiyuan Li and Yushuo Chen and Yujie Lu and Hui Wang and Changxin Tian and Yingqian Min and Zhichao Feng and Xingyu Pan and Xinyan Fan and Xu Chen and Pengfei Wang and Wendi Ji and Yaliang Li and Xiaoling Wang and Ji-Rong Wen},
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year={2020},
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journal={arXiv preprint arXiv:}
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}
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RecBole is developed and maintained by [RUC, BUPT, ECNU](https://www.recbole.io/about.html).
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