archai/docs/algos.md

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# Available Algorithms
Current the following algorithms are implemented:
* [Petridish](https://papers.nips.cc/paper/9202-efficient-forward-architecture-search.pdf)
* [DARTS](https://deepmind.com/research/publications/darts-differentiable-architecture-search)
* [Random search baseline]
* [XNAS](http://papers.nips.cc/paper/8472-xnas-neural-architecture-search-with-expert-advice.pdf) (this is currently experimental and has not been fully reproduced yet as authors have not released source code at the time of writing.)
* [DATA](https://papers.nips.cc/paper/8374-data-differentiable-architecture-approximation.pdf) (this is currently experimental and has not been fully reproduced yet as authors have not released source code at the time of writing.)
See [Roadmap](roadmap.md) for details on new algorithms coming soon.