Papers with Code | An application platform that provides machine learning papers, code, datasets, and evaluation tools.

Oct 11, 2024#Papers with Code #机器学习 #资源平台 #评估工具 #数据集140

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"Papers with Code is a platform that provides access to machine learning papers, code, datasets, and evaluation tools. Key features include links between papers and open-source code, benchmark datasets and evaluation tables for comparing algorithm performance, community contributions for knowledge sharing, and the ability for competition organizers to share results. It's a valuable resource for newcomers, similar to Kaggle, and offers a wealth of learning opportunities. The author discovered its extensive features while exploring InfoNCE and contrastive learning, highlighting the importance of checking a website's about page for additional insights."

Share an application platform that provides machine learning papers, code, datasets, and evaluation tools, Papers with Code。

Features include:

Paper and code links: Users can find related open-source code by searching for papers, connecting academic research with practical applications.
Datasets and evaluation tables: The platform provides benchmark datasets and evaluation tables for various tasks, making it easy to compare algorithm performance and results.
Community contributions and editing: Anyone can submit code implementations, add tasks, or evaluation results through the edit button, promoting knowledge sharing.
Competition result sharing: Competition organizers can mirror competition results to the platform for easy display and tracking.

It seems very interesting (~~it could be a better way to waste time in group meetings~~), and like kaggle, it is a valuable learning resource for newcomers like me.

I found that I had actually clicked on this website while searching for InfoNCE and contrastive learning, but I only realized how many features this site has when I received a push from the video platform. It seems that clicking on the about section or checking the homepage while browsing search results is a good habit; you might find surprises.