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awslabs / gluonts

Probabilistic time series modeling in Python

Why this job: works in the areas we cover, but does not say which job it does

What it does

GluonTS is a Python package for probabilistic time series modeling, focusing on deep learning based models, based on PyTorch.

Get started

# install with support for torch models
uv pip install "gluonts[torch]"
Maintenance
Active
Last commit 30 days ago
Stars
5,260
+2 this week
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
v0.17.0
Released 3 months ago
Built with
Python
87% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
65% closed
344 still open
Pull requests
1,596 merged
153 waiting
Releases
114
3 in the last year

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More: languages, topics and project record

Languages

  • Python 87%
  • Jupyter Notebook 12%
  • R <1%
  • Shell <1%

Topics

  • time-series
  • deep-learning
  • forecasting
  • neural-networks
  • machine-learning
  • time-series-prediction
  • time-series-forecasting
  • mxnet
  • pytorch
  • aws
  • sagemaker
  • timeseries

Project record

  • JobOther AI tools
  • StatusListed
  • Commits1,508
  • Forks844
  • Watching75
  • Stars in 28 days+15
  • CreatedMay 15, 2019
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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