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main/404.html

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You're not viewing the latest version.
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<a href="..//ElementEmbeddings/main">
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<strong>Click here to go to latest.</strong>
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version.
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<strong>Click here to go to latest.</strong>
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<script id="__config" type="application/json">{"base": "/ElementEmbeddings/main", "features": ["navigation.instant", "navigation.tracking", "content.code.copy"], "search": "/ElementEmbeddings/main/assets/javascripts/workers/search.b8dbb3d2.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"default": "stable", "provider": "mike"}}</script>
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main/about/about.md

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# About the ElementEmbeddings package
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====
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[![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg)](https://www.python.org/)
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[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
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embeddings data. This primarily involves visualising the correlation between
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embedding schemes using different statistical measures.
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* **Documentation:** <https://wmd-group.github.io/ElementEmbeddings/>
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* **Examples:** <https://github.com/WMD-group/ElementEmbeddings/tree/main/examples>
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- **Documentation:** <https://wmd-group.github.io/ElementEmbeddings/>
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- **Examples:** <https://github.com/WMD-group/ElementEmbeddings/tree/main/examples>
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## Motivation
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to interpret these models. As such, we aim to evaluate and compare different atomic embedding
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schemes in a consistent framework.
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### Developer
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* [Anthony Onwuli](https://github.com/AntObi) (Department of Materials, Imperial College London)
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- [Anthony Onwuli](https://github.com/AntObi) (Department of Materials, Imperial College London)
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## References
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[H. Park et al, "Mapping inorganic crystal chemical space" *Faraday Discuss.* (2024)](https://pubs.rsc.org/en/content/articlelanding/2024/fd/d4fd00063c)
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[A. Onwuli et al, "Element similarity in high-dimensional materials representations" *Digital Discovery* **2**, 1558 (2023)](https://pubs.rsc.org/en/content/articlelanding/2023/dd/d3dd00121k)
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[H. Park et al, "Mapping inorganic crystal chemical space" _Faraday Discuss._ (2024)](https://pubs.rsc.org/en/content/articlelanding/2024/fd/d4fd00063c)
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[A. Onwuli et al, "Element similarity in high-dimensional materials representations" _Digital Discovery_ **2**, 1558 (2023)](https://pubs.rsc.org/en/content/articlelanding/2023/dd/d3dd00121k)

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<h1 id="about-the-elementembeddings-package">About the ElementEmbeddings package</h1>
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<p>====</p>
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