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 4 months ago)

Stargazers 101 (0 this week)

Watchers 10 (0 this week)

Forks 16

License other

Ranking

RepositoryStats indexes 523,840 repositories, of these automl/CAAFE is ranked #266,810 (49th percentile) for total stargazers, and #198,405 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #47,890/100,813.

automl/CAAFE is also tagged with popular topics, for these it's ranked: deep-learning (#4,703/7720), machine-learning (#4,391/7264), data-science (#1,242/1941), automl (#148/201), feature-engineering (#71/107)

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: 2024-05-29 @ 01:12pm, id: 635388216 / R_kgDOJd9BOA