https://github.com/carpentries-incubator/high-dimensional-analysis-in-python

Exploring and Modeling High-Dimensional Data
https://github.com/carpentries-incubator/high-dimensional-analysis-in-python

clustering high-dimensional-data interpretable-machine-learning lesson pca pre-alpha regression statistics visualization

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Exploring and Modeling High-Dimensional Data

• Host: GitHub
• URL: https://github.com/carpentries-incubator/high-dimensional-analysis-in-python
• Owner: carpentries-incubator
• License: other
• Created: 2021-09-27T20:45:49.000Z (over 3 years ago)
• Default Branch: gh-pages
• Last Pushed: 2024-08-23T16:01:17.000Z (6 months ago)
• Last Synced: 2024-08-23T17:56:58.666Z (6 months ago)
• Topics: clustering, high-dimensional-data, interpretable-machine-learning, lesson, pca, pre-alpha, regression, statistics, visualization
• Language: Jupyter Notebook
• Homepage: https://carpentries-incubator.github.io/high-dimensional-analysis-in-python/
• Size: 50.3 MB
• Stars: 1
• Watchers: 7
• Forks: 4
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE.md
  • Code of conduct: CODE_OF_CONDUCT.md
  • Citation: CITATION
  • Authors: AUTHORS

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README

        
# Working with High Dimensional Data

## Contributing

We welcome all contributions to improve the lesson! Maintainers will do their best to help you if you have any

questions, concerns, or experience any difficulties along the way.

We'd like to ask you to familiarize yourself with our [Contribution Guide](CONTRIBUTING.md) and have a look at

the [more detailed guidelines][lesson-example] on proper formatting, ways to render the lesson locally, and even

how to write new episodes.

Please see the current list of [issues][https://github.com/UW-Madison-DataScience/high-dim-data-lesson/issues] for ideas for contributing to this

repository. For making your contribution, we use the GitHub flow, which is

nicely explained in the chapter [Contributing to a Project](http://git-scm.com/book/en/v2/GitHub-Contributing-to-a-Project) in Pro Git

by Scott Chacon.

Look for the tag ![good_first_issue](https://img.shields.io/badge/-good%20first%20issue-gold.svg). This indicates that the maintainers will welcome a pull request fixing this issue.

## Maintainer(s)

Current maintainers of this lesson are

* Chris Endemann

* Steve Goldstein

* Iain McConnell

* Sarah Stevens

## Authors

A list of contributors to the lesson can be found in [AUTHORS](AUTHORS)

## Citation

To cite this lesson, please consult with [CITATION](CITATION)

[cdh]: https://cdh.carpentries.org

[cdh-topic-tags]: https://cdh.carpentries.org/the-carpentries-incubator.html#topic-tags

[change-default-branch]: https://docs.github.com/en/github/administering-a-repository/changing-the-default-branch

[community-lessons]: https://carpentries.org/community-lessons

[lesson-example]: https://carpentries.github.io/lesson-example