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

Date Created 2022-03-29 (2 years ago)

Commits 1,243 (last one 7 days ago)

Stargazers 1,129 (10 this week)

Watchers 12 (0 this week)

Forks 110

License bsd-3-clause

Ranking

RepositoryStats indexes 589,134 repositories, of these WenjieDu/PyPOTS is ranked #45,704 (92nd percentile) for total stargazers, and #178,097 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #7,131/117,584.

WenjieDu/PyPOTS is also tagged with popular topics, for these it's ranked: deep-learning (#1,181/8438), machine-learning (#1,214/7978), pytorch (#745/5977), data-science (#364/2110), neural-network (#202/1099), time-series (#83/668), classification (#68/541), data-mining (#45/289), forecasting (#31/190), healthcare (#8/150), time-series-analysis (#16/149)

Other Information

WenjieDu/PyPOTS has 4 open pull requests on Github, 331 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 25 open issues and 163 closed issues.

There have been 24 releases, the latest one was published on 2024-09-26 (2 months ago) with the name v0.8.1 🪲 Fix model saving issues.

Homepage URL: https://pypots.com

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1,243 commits on the default branch (main) since jan '22

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Languages

The only known language in this repository is Python

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updated: 2024-12-03 @ 11:53am, id: 475477908 / R_kgDOHFc3lA