Elementembeddings

<!-- Release notes generated using configuration in .github/release.yml at main -->
Package requirements have been loosened for better compatibility in python environments.

What's Changed
🤷‍♂️ Other Changes
* Loosen requirements by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/120


**Full Changelog**: https://github.com/WMD-group/ElementEmbeddings/compare/v0.4...v0.4.1

What's Changed
* Publication folder now updated with SMACT-crystal structure prediction scripts
* oliynyk.json has been replaced with oliynyk.csv which contains the feature labels
* oliynyk_preprocessed.csv has been added with the missing values imputed which is now the default oliynyk embedding


Automated release notes
* Publication updates by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/87


**Full Changelog**: https://github.com/WMD-group/ElementEmbeddings/compare/v0.3.1...v0.4

What's Changed
* Removed warning about standardisation when the Embedding class is instantiated
* `composition_featuriser` allows custom columns to be used for featurising formulas


* Remove warning by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/85
* Comp updates by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/86


**Full Changelog**: https://github.com/WMD-group/ElementEmbeddings/compare/v0.3.0...v0.3.1

What's Changed

- Feature labels now preserved for representations where present
- Linear representations (atomic numbers, pettifor scale) are now usable as one-hot encoded vectors
- Fixed kwargs bug in `dimension_plotter`

Automated Release notes
* Composition updates by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/65
* Composition updates by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/66
* Kwargs updates by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/70
* Feature labels by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/73
* Combined PR by github-actions in https://github.com/WMD-group/ElementEmbeddings/pull/81
* Bump actions/setup-python from 3 to 4 by dependabot in https://github.com/WMD-group/ElementEmbeddings/pull/75
* Bump mkdocstrings-python from 1.0.0 to 1.2.1 by dependabot in https://github.com/WMD-group/ElementEmbeddings/pull/76
* Bump pre-commit from 2.20.0 to 3.3.3 by dependabot in https://github.com/WMD-group/ElementEmbeddings/pull/77
* Bump seaborn from 0.12.1 to 0.12.2 by dependabot in https://github.com/WMD-group/ElementEmbeddings/pull/78
* Bump autopep8 from 2.0.1 to 2.0.2 by dependabot in https://github.com/WMD-group/ElementEmbeddings/pull/79
* Dependabot updates by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/82
* Repo updates by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/83
* Bump pypa/gh-action-pypi-publish from 1.4.2 to 1.8.8 by dependabot in https://github.com/WMD-group/ElementEmbeddings/pull/74
* Doc updates by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/84


**Full Changelog**: https://github.com/WMD-group/ElementEmbeddings/compare/v0.2.0...v0.3.0

What's Changed
* Test updates by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/64


**Full Changelog**: https://github.com/WMD-group/ElementEmbeddings/compare/v0.1.1...v0.2.0

What's Changed
* Pinned dependencies in setup.py
* Updated README.md

Automated release notes
* Combined PR by github-actions in https://github.com/WMD-group/ElementEmbeddings/pull/55
* Bump scikit-learn from 1.2.1 to 1.3.0 by dependabot in https://github.com/WMD-group/ElementEmbeddings/pull/51
* Bump pytest-cov from 4.0.0 to 4.1.0 by dependabot in https://github.com/WMD-group/ElementEmbeddings/pull/50
* Bump isort from 5.11.2 to 5.12.0 by dependabot in https://github.com/WMD-group/ElementEmbeddings/pull/52
* Bump mkdocs-material from 9.1.12 to 9.1.17 by dependabot in https://github.com/WMD-group/ElementEmbeddings/pull/53
* Create python-publish.yml by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/56
* Repo updates by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/57
* Update README.md by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/58
* Dependency updates by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/60
* Setup.py update by AntObi in https://github.com/WMD-group/ElementEmbeddings/pull/62


**Full Changelog**: https://github.com/WMD-group/ElementEmbeddings/compare/v0.1...v0.1.1