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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.
All recommendations are based on a [data-driven analysis](https://medium.com/paperswithcode) of which components of the repository correlated with high impact (as measured by GitHub stars). So we expect these recommendations to be useful for all research repositories (i.e. beyond NeurIPS submissions).
All recommendations are based on a [data-driven analysis](https://medium.com/paperswithcode) and we expect them help increase impact of any ML research repository, even beyond conference submissions.
## README.md template