automl / CAAFE

Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering" by Hollmann, Müller, and Hutter (2023).

Date Created 2023-05-02 (about a year ago)

Commits 30 (last one 10 months ago)

Stargazers 131 (0 this week)

Watchers 10 (0 this week)

Forks 22

License other

Ranking

RepositoryStats indexes 584,353 repositories, of these automl/CAAFE is ranked #241,441 (59th percentile) for total stargazers, and #206,270 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #43,970/116,326.

automl/CAAFE is also tagged with popular topics, for these it's ranked: deep-learning (#4,401/8389), machine-learning (#4,108/7926), data-science (#1,175/2103), automl (#136/208), feature-engineering (#66/113)

Other Information

automl/CAAFE has 1 open pull request on Github, 1 pull request has been merged over the lifetime of the repository.

Github issues are enabled, there are 2 open issues and 2 closed issues.

Homepage URL: http://priorlabs.ai

All Topics

automl tabpfn data-science deep-learning machine-learning feature-engineering

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30 commits on the default branch (main) since jan '22

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The only known language in this repository is Python

updated: 2024-11-17 @ 02:10am, id: 635388216 / R_kgDOJd9BOA