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https://github.com/degregat/awesome-research

A curated list of resources to help with computational research.
https://github.com/degregat/awesome-research

List: awesome-research

Last synced: 11 days ago
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A curated list of resources to help with computational research.

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README

        

# awesome-research [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)

This list is designed to provide resources to help with computational experiments, publication of code and results, as well as the research process itself.

## Contents

- [Process](#process)
- [Software](#Software)

## Process

- [How to write a paper](http://www.wisdom.weizmann.ac.il/~/oded/R2/re-writing.pdf)
- [Keep your experiments separate](https://jessitron.com/2022/06/07/keep-your-experiments-separate/)
- [Research Taste Exercises](https://colah.github.io/notes/taste/)
- [The Art of Doing Science and Engineering](https://calhoun.nps.edu/handle/10945/62468)
- [What Makes a Good Reseach Proposal?](https://tratt.net/laurie/blog/2022/what_makes_a_good_research_proposal.html)

## Software

### Literature Exploration

- [ArXiv Sanity Preserver](https://github.com/karpathy/arxiv-sanity-preserver) - Browse, search, and filter arXiv.
- [Citation Tree](https://www.citationtree.org/) - Explore papers, including temporal dimension.
- [Connected Papers](https://www.connectedpapers.com/) - Interactively explore the citation graph of scietific literature.

### Computational Experiments and Visualization

- [CindyJS](https://cindyjs.org/) - Mathematical visualization with WebGL.
- [Sacred](https://github.com/IDSIA/sacred/) - Organize, log, and reproduce computational experiments.

### LaTeX

- [ArXiv Style](https://github.com/kourgeorge/arxiv-style) - LaTex template for arXiv submissions.
- [Gemini](https://github.com/anishathalye/gemini) - LaTex theme for scientific posters.
- [Metropolis](https://github.com/matze/mtheme) - LaTeX template for slides.
- [BibTeX Tidy](https://flamingtempura.github.io/bibtex-tidy/) - A tool for tidying BibTeX files.

### Publishing Code

- [Tips for Publishing Research Code](https://github.com/paperswithcode/releasing-research-code) - Collated best practices from most popular ML research repositories.

### Software Licenses

- [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) - An often used permissive software license.
- [CRAPL](https://matt.might.net/articles/crapl/) - The Community Research and Academic Programming License.

## Contribute

This list is inspired by [awesome-mpc](https://github.com/rdragos/awesome-mpc) and [awesome list](https://github.com/sindresorhus/awesome).

Please feel free to do a pull request with any mechanism implementations, software and otherwise, as well as other resources you think should be on the list, after reading the [contribution guidelines](contributing.md).

## License

[![CC0](http://mirrors.creativecommons.org/presskit/buttons/88x31/svg/cc-zero.svg)](http://creativecommons.org/publicdomain/zero/1.0)