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 32 (last one a day ago)

Stargazers 136 (1 this week)

Watchers 9 (0 this week)

Forks 23

License other

Ranking

RepositoryStats indexes 595,856 repositories, of these automl/CAAFE is ranked #238,280 (60th percentile) for total stargazers, and #225,801 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #43,622/119,431.

automl/CAAFE is also tagged with popular topics, for these it's ranked: deep-learning (#4,373/8512), machine-learning (#4,091/8063), data-science (#1,167/2138), automl (#138/212), feature-engineering (#66/113)

Other Information

automl/CAAFE has 1 open pull request on Github, 2 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 3 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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32 commits on the default branch (main) since jan '22

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The only known language in this repository is Python

updated: 2024-12-21 @ 12:36pm, id: 635388216 / R_kgDOJd9BOA