PyPOTS
✅ Recently maintainedA 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
2,092Stars
194Forks
+77-day stars
Python · BSD-3-Clause · Last push 2026-10-31
Official repository & installation ↗GitValue · Value evidence
Unscored · Evidence coverage 0%
Provisional rubric; documentation and runtime testing are separate. Missing evidence does not imply low value.
Star history
2025-09-292026-11-03
View historical data
| Date | Stars |
|---|---|
| 2026-10-05 | 2,070 |
| 2026-10-06 | 2,071 |
| 2026-10-07 | 2,072 |
| 2026-10-08 | 2,072 |
| 2026-10-09 | 2,072 |
| 2026-10-10 | 2,074 |
| 2026-10-11 | 2,074 |
| 2026-10-12 | 2,076 |
| 2026-10-13 | 2,077 |
| 2026-10-14 | 2,077 |
| 2026-10-15 | 2,077 |
| 2026-10-16 | 2,077 |
| 2026-10-17 | 2,077 |
| 2026-10-18 | 2,077 |
| 2026-10-19 | 2,079 |
| 2026-10-20 | 2,080 |
| 2026-10-21 | 2,082 |
| 2026-10-22 | 2,083 |
| 2026-10-23 | 2,083 |
| 2026-10-24 | 2,084 |
| 2026-10-25 | 2,084 |
| 2026-10-26 | 2,085 |
| 2026-10-27 | 2,085 |
| 2026-10-28 | 2,086 |
| 2026-10-29 | 2,089 |
| 2026-10-30 | 2,091 |
| 2026-10-31 | 2,091 |
| 2026-11-01 | 2,091 |
| 2026-11-02 | 2,092 |
| 2026-11-03 | 2,092 |
Get the project
git clone https://github.com/WenjieDu/PyPOTS.gitCloning downloads the source. For dependencies and installation, follow the project README.
Related projects & alternative candidates
Related domains do not imply feature parity. Review official documentation and licenses.