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.all-contributorsrc

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"tutorial"
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README.md

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<tr>
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<td align="center" valign="top" width="14.28%"><a href="https://saransh-cpp.github.io/"><img src="https://avatars.githubusercontent.com/u/74055102?v=4?s=100" width="100px;" alt="Saransh Chopra"/><br /><sub><b>Saransh Chopra</b></sub></a><br /><a href="#doc-Saransh-cpp" title="Documentation">📖</a> <a href="#content-Saransh-cpp" title="Content">🖋</a> <a href="#maintenance-Saransh-cpp" title="Maintenance">🚧</a> <a href="#review-Saransh-cpp" title="Reviewed Pull Requests">👀</a> <a href="#talk-Saransh-cpp" title="Talks">📢</a> <a href="#tutorial-Saransh-cpp" title="Tutorials">✅</a> <a href="#eventOrganizing-Saransh-cpp" title="Event Organizing">📋</a></td>
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<td align="center" valign="top" width="14.28%"><a href="http://drandrewmitchell.com"><img src="https://avatars.githubusercontent.com/u/22335636?v=4?s=100" width="100px;" alt="Andrew Mitchell"/><br /><sub><b>Andrew Mitchell</b></sub></a><br /><a href="#bug-MitchellAcoustics" title="Bug reports">🐛</a></td>
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<td align="center" valign="top" width="14.28%"><a href="https://www.ucl.ac.uk/advanced-research-computing/advanced-research-computing-centre"><img src="https://avatars.githubusercontent.com/u/24316371?v=4?s=100" width="100px;" alt="Kimberly Meechan"/><br /><sub><b>Kimberly Meechan</b></sub></a><br /><a href="#bug-K-Meech" title="Bug reports">🐛</a> <a href="#a11y-K-Meech" title="Accessibility">️️️️♿️</a> <a href="#review-K-Meech" title="Reviewed Pull Requests">👀</a> <a href="#tutorial-K-Meech" title="Tutorials">✅</a></td>
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<td align="center" valign="top" width="14.28%"><a href="https://www.ucl.ac.uk/advanced-research-computing/advanced-research-computing-centre"><img src="https://avatars.githubusercontent.com/u/24316371?v=4?s=100" width="100px;" alt="Kimberly Meechan"/><br /><sub><b>Kimberly Meechan</b></sub></a><br /><a href="#bug-K-Meech" title="Bug reports">🐛</a> <a href="#a11y-K-Meech" title="Accessibility">️️️️♿️</a> <a href="#review-K-Meech" title="Reviewed Pull Requests">👀</a> <a href="#tutorial-K-Meech" title="Tutorials">✅</a> <a href="#content-K-Meech" title="Content">🖋</a> <a href="#doc-K-Meech" title="Documentation">📖</a></td>
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<td align="center" valign="top" width="14.28%"><a href="https://github.com/jamesprime"><img src="https://avatars.githubusercontent.com/u/17751241?v=4?s=100" width="100px;" alt="James Prime"/><br /><sub><b>James Prime</b></sub></a><br /><a href="#a11y-jamesprime" title="Accessibility">️️️️♿️</a> <a href="#ideas-jamesprime" title="Ideas, Planning, & Feedback">🤔</a></td>
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<td align="center" valign="top" width="14.28%"><a href="https://github.com/cuteshaun"><img src="https://avatars.githubusercontent.com/u/28014041?v=4?s=100" width="100px;" alt="Andrii Tsapko"/><br /><sub><b>Andrii Tsapko</b></sub></a><br /><a href="#a11y-cuteshaun" title="Accessibility">️️️️♿️</a> <a href="#code-cuteshaun" title="Code">💻</a></td>
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<td align="center" valign="top" width="14.28%"><a href="http://james.briant.co.uk"><img src="https://avatars.githubusercontent.com/u/6298711?v=4?s=100" width="100px;" alt="James Briant"/><br /><sub><b>James Briant</b></sub></a><br /><a href="#bug-jamesbriant" title="Bug reports">🐛</a></td>

docs/pages/benchmarking-profiling.md

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## Benchmarking
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| Name | Short description | 🚦 |
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| -------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :-----------------------------------------: |
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| [asv](https://asv.readthedocs.io/en/stable/) | A tool for benchmarking Python packages over their lifetime. Allows you to write benchmarks and then run them against every commit in the repository, to identify where performance increased or decreased. Comparative benchmarks can also be run, which can be useful for [running them in CI using GitHub runners](https://labs.quansight.org/blog/2021/08/github-actions-benchmarks). | <span class="label label-green">Best</span> |
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| Name | Short description | 🚦 |
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| --------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :------------------------------------------: |
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| [asv](https://asv.readthedocs.io/en/stable/) | A tool for benchmarking Python packages over their lifetime. Allows you to write benchmarks and then run them against every commit in the repository, to identify where performance increased or decreased. Comparative benchmarks can also be run, which can be useful for [running them in CI using GitHub runners](https://labs.quansight.org/blog/2021/08/github-actions-benchmarks). | <span class="label label-green">Best</span> |
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| [pytest-benchmark](https://pytest-benchmark.readthedocs.io/en/stable) | Provides a benchmark fixture with full pytest integration, and the ability to compare performance between multiple runs. A simple, light-weight alternative to asv that we've found to be useful. | <span class="label label-yellow">Good</span> |
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## Profiling
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