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 (4 years ago)

Commits 931 (last one 5 days ago)

Stargazers 2,657 (1 this week)

Watchers 33 (0 this week)

Forks 121

License apache-2.0

Ranking

RepositoryStats indexes 589,134 repositories, of these whylabs/whylogs is ranked #19,184 (97th percentile) for total stargazers, and #65,972 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #432/17,281.

whylabs/whylogs is also tagged with popular topics, for these it's ranked: python (#1,261/22145), machine-learning (#620/7978), data-science (#212/2110), dataset (#31/1150), analytics (#77/723), logging (#51/714), mlops (#56/415)

Other Information

whylabs/whylogs has 4 open pull requests on Github, 1,029 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 4 open issues and 426 closed issues.

There have been 172 releases, the latest one was published on 2024-11-21 (12 days ago) with the name v1.6.3.

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

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

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

Yearly Commits

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Issue History

Languages

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

updated: 2024-11-30 @ 03:28am, id: 287642401 / R_kgDOESUTIQ