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Robert Stojnic
2020-04-08 00:28:43 +01:00
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<img src="https://upload.wikimedia.org/wikipedia/en/thumb/0/08/Logo_for_Conference_on_Neural_Information_Processing_Systems.svg/1200px-Logo_for_Conference_on_Neural_Information_Processing_Systems.svg.png" width=200>
**Official guidelines for NeurIPS 2020 code submission, with the supporting analysis and resources.**
For NeurIPS 2020 code submissions we recommend using a [README.md template](#readmemd-template) and checking as many items on the [ML Code Completeness Checklist](#ml-code-completeness-checklist) as possible.
**General guidelines for publishing high-impact research code - now official guidelines at NeurIPS 2020.**
The recommendations are based on analysis of more than 200 repositories, they facilitate reproducibility and correlate with GitHub stars - more details in our [our blog post](https://medium.com/paperswithcode).
For NeurIPS 2020 code submissions we recommend using a [README.md template](#readmemd-template) and checking as many items on the [ML Code Completeness Checklist](#ml-code-completeness-checklist) as possible.
## README.md template
We provide a [README.md template](templates/README.md) that you can use for releasing ML research repositories. The sections in the template were derived by looking at existing repositories, seeing which had the best reception in the community, and then looking at common components that correlate with perceived usefulness (see next Section).