论文标题
Recbole的最新进展:具有更实际考虑的扩展
Recent Advances in RecBole: Extensions with more Practical Considerations
论文作者
论文摘要
Recbole最近引起了研究界的越来越多的关注。随着用户数量的增加,我们收到了许多建议和更新请求。这促使我们对图书馆进行了重大改进,以满足用户要求并为研究社区做出贡献。为了显示最新的Recbole更新,我们编写了此技术报告,以介绍我们对Recbole的最新改进。通常,在过去几个月中,我们专注于Recbole的灵活性和效率。更具体地说,我们有四个开发目标:(1)更灵活的数据处理,(2)更有效的模型培训,(3)更多可重复的配置以及(4)更全面的用户文档。读者可以在:https://github.com/rucaibox/recbole下载上述更新。
RecBole has recently attracted increasing attention from the research community. As the increase of the number of users, we have received a number of suggestions and update requests. This motivates us to make some significant improvements on our library, so as to meet the user requirements and contribute to the research community. In order to show the recent update in RecBole, we write this technical report to introduce our latest improvements on RecBole. In general, we focus on the flexibility and efficiency of RecBole in the past few months. More specifically, we have four development targets: (1) more flexible data processing, (2) more efficient model training, (3) more reproducible configurations, and (4) more comprehensive user documentation. Readers can download the above updates at: https://github.com/RUCAIBox/RecBole.