Package · PyPI

pypots

PyPI · v1.5 · BSD License

A Python Toolbox for Machine Learning on Partially-Observed Time Series

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Install

pip install pypots

Adoption

Adoption
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Popularity
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Dependents
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Maintenance
0.58
DerivedRelease cadence and recency, 0 to 1
Releases per year
12
48 versions over its life

Growth by period

PyPI publishes no adoption figure, so there is no growth to derive. Nothing is estimated in its place.

7 days
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30 days
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90 days
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1 year
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Adoption history

Adoption history

PyPI publishes no adoption count, so there is no history to chart. That is a fact about the registry, not a gap in ours: the package’s releases and maintenance are measured instead.

Facts from the registry

Latest version
v1.5
48 versions
First published
MAR 29, 2022
Last release
MAY 5, 2026
6mo ago
Licence
BSD License

Repository

In the Crest catalog

WenjieDu/PyPOTS

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

Stars
2.1K
Forks
191
Language
Python
Last push
40d ago
Last release
6mo ago

Linked by the package’s own registry metadata.GitHub (opens in a new tab)

Dependencies latest version · v1.5

Runtime 16

  • ai4tsAny version
  • benchpots>=0.5
  • einopsAny version
  • h5pyAny version
  • matplotlibAny version
  • numpyAny version
  • pandasAny version
  • pygrinder>=0.7
  • scikit-learnAny version
  • scipyAny version
  • seabornAny version
  • sympyAny version
  • tensorboardAny version
  • torch>=1.10.0
  • transformers<=4.57.6
  • tsdb>=0.8

Related news

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