noahho / 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).

noahho
noahho
Date Created 2023-05-02 (about a year ago)
Commits 32 (last one 2 months ago)
Stargazers 151 (0 this week)
Watchers 9 (0 this week)
Forks 25
License other
Ranking

RepositoryStats indexes 625,486 repositories, of these noahho/CAAFE is ranked #228,430 (63rd percentile) for total stargazers, and #216,772 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #42,060/127,154.

noahho/CAAFE is also tagged with popular topics, for these it's ranked: deep-learning (#4,220/8757),  machine-learning (#3,953/8341),  data-science (#1,132/2209),  automl (#133/219),  feature-engineering (#65/114)

Other Information

noahho/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

Star History

Github stargazers over time

160160140140120120100100808060604040202000Jun '23Jun '23Jul '23Jul '23Aug '23Aug '23Sep '23Sep '23Oct '23Oct '23Nov '23Nov '23Dec '23Dec '2320242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Watcher History

Github watchers over time, collection started in '23

101010109999998888Aug '23Aug '23Sep '23Sep '23Oct '23Oct '23Nov '23Nov '23Dec '23Dec '2320242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Recent Commit History

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

3535303025252020151510105500Jun '23Jun '23Jul '23Jul '23Aug '23Aug '23Sep '23Sep '23Oct '23Oct '23Nov '23Nov '23Dec '23Dec '2320242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Yearly Commits

Commits to the default branch (main) per year

2222111111000020242024

Issue History

Total Issues
Open Issues
Closed Issues
554.54.5443.53.5332.52.5221.51.5110.50.500Jul '23Jul '23Aug '23Aug '23Sep '23Sep '23Oct '23Oct '23Nov '23Nov '23Dec '23Dec '2320242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Languages

The only known language in this repository is Python

PythonPython

updated: 2025-03-03 @ 04:54am, id: 635388216 / R_kgDOJd9BOA