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 on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

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

Commits 1,055 (last one 3 days ago)

Stargazers 749 (15 this week)

Watchers 12 (0 this week)

Forks 72

License bsd-3-clause

Ranking

RepositoryStats indexes 523,840 repositories, of these WenjieDu/PyPOTS is ranked #62,629 (88th percentile) for total stargazers, and #171,461 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #9,571/100,813.

WenjieDu/PyPOTS is also tagged with popular topics, for these it's ranked: deep-learning (#1,498/7720), machine-learning (#1,518/7264), pytorch (#965/5505), data-science (#449/1941), neural-network (#250/1021), time-series (#108/587), classification (#81/498), data-mining (#54/267), forecasting (#40/170), time-series-analysis (#16/131), healthcare (#14/123)

Other Information

WenjieDu/PyPOTS has Github issues enabled, there are 19 open issues and 125 closed issues.

There have been 19 releases, the latest one was published on 2024-05-28 (3 days ago) with the name v0.6 Pre-release.

Homepage URL: https://pypots.com

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Github watchers over time, collection started in '23

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1,055 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: 2024-05-31 @ 09:52pm, id: 475477908 / R_kgDOHFc3lA