tvhahn / weibull-knowledge-informed-ml

Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).

Date Created 2021-06-30 (3 years ago)

Commits 178 (last one about a year ago)

Stargazers 137 (0 this week)

Watchers 2 (0 this week)

Forks 41

License mit

Ranking

RepositoryStats indexes 579,555 repositories, of these tvhahn/weibull-knowledge-informed-ml is ranked #232,351 (60th percentile) for total stargazers, and #476,089 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #42,154/115,123.

tvhahn/weibull-knowledge-informed-ml is also tagged with popular topics, for these it's ranked: deep-learning (#4,296/8344), machine-learning (#3,998/7877), pytorch (#2,997/5914)

All Topics

pytorch weibull deep-learning manufacturing machine-learning pronostia-dataset condition-monitoring ims-bearing-data-set remaining-useful-life bearing-fault-diagnosis prognostics-health-management knowledge-informed-machine-learning

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

28 commits on the default branch (master) since jan '22

Yearly Commits

Commits to the default branch (master) per year

Issue History

No issues have been posted

Languages

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

Opengraph Image

updated: 2024-11-06 @ 10:57am, id: 381767767 / R_kgDOFsFQVw