WenjieDu / PyPOTS

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

WenjieDu
WenjieDu
Date Created 2022-03-29 (3 years ago)
Commits 1,580 (last one 2 days ago)
Stargazers 1,329 (15 this week)
Watchers 12 (0 this week)
Forks 128
License bsd-3-clause
Ranking

RepositoryStats indexes 632,869 repositories, of these WenjieDu/PyPOTS is ranked #41,047 (94th percentile) for total stargazers, and #173,314 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #6,520/129,221.

WenjieDu/PyPOTS is also tagged with popular topics, for these it's ranked: deep-learning (#1,084/8814),  machine-learning (#1,125/8407),  pytorch (#696/6217),  data-science (#345/2223),  neural-network (#183/1138),  time-series (#72/700),  classification (#63/573),  clustering (#32/378),  data-mining (#40/295),  forecasting (#28/198),  healthcare (#9/174),  time-series-analysis (#16/161)

Other Information

WenjieDu/PyPOTS has 2 open pull requests on Github, 417 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 33 open issues and 208 closed issues.

There have been 30 releases, the latest one was published on 2025-03-26 (2 days ago) with the name v0.14🕵Six Anomaly Detection Models Implemented.

Homepage URL: https://pypots.com

Star History

Github stargazers over time

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Watcher History

Github watchers over time, collection started in '23

141413.513.5131312.512.5121211.511.5111120232023Jul '23Jul '2320242024Jul '24Jul '2420252025

Recent Commit History

1,580 commits on the default branch (main) since jan '22

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Yearly Commits

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Issue History

Total Issues
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Closed Issues
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Languages

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

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WenjieDu/PyPOTS

updated: 2025-03-29 @ 01:42am, id: 475477908 / R_kgDOHFc3lA