whylabs / whylogs

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

Date Created 2020-08-14 (3 years ago)

Commits 890 (last one 20 hours ago)

Stargazers 2,581 (0 this week)

Watchers 32 (0 this week)

Forks 118

License apache-2.0

Ranking

RepositoryStats indexes 535,551 repositories, of these whylabs/whylogs is ranked #18,678 (97th percentile) for total stargazers, and #67,002 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #403/14,956.

whylabs/whylogs is also tagged with popular topics, for these it's ranked: python (#1,220/20472), machine-learning (#605/7379), data-science (#208/1975), dataset (#27/1057), analytics (#73/673), logging (#49/670), mlops (#55/388)

Other Information

whylabs/whylogs has 5 open pull requests on Github, 987 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 6 open issues and 420 closed issues.

There have been 160 releases, the latest one was published on 2024-06-25 (7 days ago) with the name v1.4.2.

Homepage URL: https://whylogs.readthedocs.io/

All Topics

mlops python dataops dataset logging analytics constraints ai-pipelines data-quality data-science ml-pipelines data-pipeline data-constraints machine-learning model-performance calculate-statistics approximate-statistics statistical-properties

Star History

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Watcher History

Github watchers over time, collection started in '23

Recent Commit History

888 commits on the default branch (mainline) since jan '22

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Languages

The primary language is Jupyter Notebook but there's also others...

updated: 2024-07-03 @ 05:42am, id: 287642401 / R_kgDOESUTIQ