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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values
| Date | Stars |
|---|---|
| 2026-07-24 | 2037 |
| 2026-07-25 | 2037 |
| 2026-07-28 | 2037 |
| 2026-07-30 | 2037 |
| 2026-07-31 | 2041 |
| 2026-08-01 | 2042 |
| 2026-08-04 | 2042 |
| 2026-08-06 | 2042 |
Today
— stars today
This week
+5 stars this week
This month
— stars this month
Momentum
10.0
growth rate 0.24%/day
<img src="https://pypots.com/figs/icons/translate.svg" width="18"> [简体中文](/README_zh.md) | English
<a href="https://github.com/WenjieDu/PyPOTS">
<img src="https://pypots.com/figs/pypots_logos/PyPOTS/logo_FFBG.svg" width="200" align="right">
</a>
<h3 align="center">Welcome to PyPOTS</h3>
<p align="center"><i>a Python toolbox for machine learning on Partially-Observed Time Series</i></p>
<p align="center">
<a href="https://docs.pypots.com/en/latest/install.html#reasons-of-version-limitations-on-dependencies">
<img alt="Python version" src="https://img.shields.io/badge/Python-v3.8+-F8C6B5?logo=python&logoColor=white">
</a>
<a href="https://landscape.pytorch.org/?item=modeling--specialized--pypots">
<img alt="Pytorch landscape" src="https://img.shields.io/badge/PyTorch%20Landscape-EE4C2C?logo=pytorch&logoColor=white">
</a>
<a href="https://github.com/WenjieDu/PyPOTS/blob/main/LICENSE">
<img alt="BSD-3 license" src="https://img.shields.io/badge/License-BSD--3-E9BB41?logo=opensourceinitiative&logoColor=white">
</a>
<a href="https://github.com/WenjieDu/PyPOTS?tab=coc-ov-file">
<img alt="Code of Conduct" src="https://img.shields.io/badge/Contributor_Covenant-2.1-4baaaa">
</a>
<a href="https://github.com/WenjieDu/PyPOTS#-community">
<img alt="Community" src="https://img.shields.io/badge/join_us-community!-C8A062">
</a>
<a href="https://github.com/WenjieDu/PyPOTS/releases">
<img alt="the latest release version" src="https://img.shields.io/github/v/release/wenjiedu/pypots?color=EE781F&include_prereleases&label=Release&logo=github&logoColor=white">
</a>
<a href="https://github.com/WenjieDu/PyPOTS/graphs/contributors">
<img alt="GitHub contributors" src="https://img.shields.io/github/contributors/wenjiedu/pypots?color=D8E699&label=Contributors&logo=GitHub">
</a>
<a href="https://star-history.com/#wenjiedu/pypots">
<img alt="GitHub Repo stars" src="https://img.shields.io/github/stars/wenjiedu/pypots?logo=None&color=6BB392&label=%E2%98%85%20Stars">
</a>
<a href="https://github.com/WenjieDu/PyPOTS/network/members">
<img alt="GitHub Repo forks" src="https://img.shields.io/github/forks/wenjiedu/pypots?logo=forgejo&logoColor=black&label=Forks">
</a>
<a href="https://sonarcloud.io/component_measures?id=WenjieDu_PyPOTS&metric=sqale_rating&view=list">
<img alt="maintainability" src="https://sonarcloud.io/api/project_badges/measure?project=WenjieDu_PyPOTS&metric=sqale_rating">
</a>
<a href="https://coveralls.io/github/WenjieDu/PyPOTS?branch=full_test">
<img alt="Coveralls coverage" src="https://img.shields.io/coverallsCoverage/github/WenjieDu/PyPOTS?branch=full_test&logo=coveralls&color=75C1C4&label=Coverage">
</a>
<a href="https://github.com/WenjieDu/PyPOTS/actions/workflows/testing_ci.yml">
<img alt="GitHub Testing" src="https://img.shields.io/github/actions/workflow/status/wenjiedu/pypots/testing_ci.yml?logo=circleci&color=C8D8E1&label=CI">
</a>
<a href="https://docs.pypots.com">
<img alt="Docs building" src="https://img.shields.io/readthedocs/pypots?logo=readthedocs&label=Docs&logoColor=white&color=395260">
</a>
<a href="https://deepwiki.com/WenjieDu/PyPOTS">
<img alt="Ask DeepWiki" src="https://deepwiki.com/badge.svg">
</a>
<a href="https://github.com/astral-sh/ruff">
<img alt="Code Style" src="https://img.shields.io/badge/Code_Style-Ruff-D7FF64?logo=ruff">
</a>
<a href="https://anaconda.org/conda-forge/pypots">
<img alt="Conda downloads" src="https://pypots.com/figs/downloads_badges/conda_pypots_downloads.svg">
</a>
<a href="https://pepy.tech/project/pypots">
<img alt="PyPI downloads" src="https://pypots.com/figs/downloads_badges/pypi_pypots_downloads.svg">
</a>
<a href="https://arxiv.org/abs/2305.18811">
<img alt="arXiv DOI" src="https://img.shields.io/badgExcerpt of 42,546 characters
Read on GitHub
Wenjie Du · @TimeSeries-AI
1.8k
23
Yiyuan Yang · University of Oxford · United Kingdom
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King's College London IOPPN/BHI · United Kingdom
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:35868b1e619c618a, topic:deep-learning, topic:pytorch