NVIDIA-Merlin / NVTabular

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

Date Created 2020-04-03 (4 years ago)

Commits 1,075 (last one 3 months ago)

Stargazers 1,052 (3 this week)

Watchers 34 (0 this week)

Forks 143

License apache-2.0

Ranking

RepositoryStats indexes 584,353 repositories, of these NVIDIA-Merlin/NVTabular is ranked #48,504 (92nd percentile) for total stargazers, and #63,745 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #7,549/116,326.

NVIDIA-Merlin/NVTabular is also tagged with popular topics, for these it's ranked: deep-learning (#1,240/8389), machine-learning (#1,267/7926), gpu (#140/900), nvidia (#46/305), recommender-system (#36/258), recommendation-system (#12/119), feature-engineering (#23/113)

Other Information

NVIDIA-Merlin/NVTabular has 10 open pull requests on Github, 931 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 193 open issues and 593 closed issues.

There have been 35 releases, the latest one was published on 2023-08-29 (about a year ago)

All Topics

gpu nvidia deep-learning preprocessing machine-learning feature-selection recommender-system feature-engineering recommendation-system

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Recent Commit History

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

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Languages

The primary language is Python but there's also others...

updated: 2024-11-19 @ 10:45am, id: 252778465 / R_kgDODxEX4Q