No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
gluonts has 755K monthly downloads and 5K GitHub stars. Version 0.16.3 supports Python 3.7+, first published in 2019.
It is actively maintained under a permissive license, last released in Jun 2026.
It is built on top of numpy, pandas and pydantic. It is used by 25 tracked packages, including autogluon-timeseries, tabpfn-time-series and uni2ts.
GitHub topics include time-series, deep-learning and forecasting.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
81
Adoption
58
Community
80
Provenance
0
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
754,788
•
Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
754,788
Stars
5,212
Stars per 1k downloads
6.91
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
•
Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
20,410
Month daily avg
25,160
Momentum
-18.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.7
Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
•
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache License 2.0
•
Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
8 days ago
Total releases
112
Releases/year
15.8
•
Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
117
Monthly downloads
754,788
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
•
Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
90
Issue Burden
66.0
per 1k stars
Discussions
66.4
per 1k stars
Fork Ratio
14.2%
contrib / forks
Stale Release
No
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
12.2K
macOS
492
Windows
477
Python Versions
3.12
36.2%
4.6K
3.11
34.5%
4.4K
3.10
22.4%
2.9K
3.13
5.0%
641
3.9
1.8%
235
Top Countries
1.
US
10.6K
US
2.
IE
754
IE
3.
DE
450
DE
4.
NL
335
NL
5.
RU
234
RU
6.
SG
188
SG
7.
FI
144
FI
8.
BR
120
BR
9.
SE
115
SE
10.
CN
64
CN
Dependencies
6
- numpy <2.5,>=1.16
- pandas <3,>=1.0
- pydantic <3,>=1.7
- toolz ~=0.10
- tqdm ~=4.23
- typing-extensions ~=4.0
65 optional dependencies
- black[dev]
- black[docs]
- click[docs]
- click[dev]
- docutils[dev]
- docutils[docs]
- flask[dev]
- flask[shell]
- fsspec[dev]
- furo[docs]
- furo[dev]
- holidays[docs]
- holidays[dev]
- ipykernel[dev]
- ipykernel[docs]
- ipython[dev]
- ipython[docs]
- lightning[torch]
- lxml[docs]
- lxml[dev]
- m2r2[dev]
- m2r2[docs]
- matplotlib[dev]
- matplotlib[docs]
- mxnet[mxnet]
- myst-parser[docs]
- myst-parser[dev]
- nbconvert[dev]
- nbconvert[docs]
- nbsphinx[dev]
- nbsphinx[docs]
- notedown[dev]
- notedown[docs]
- numpy[mxnet]
- optuna[dev]
- optuna[docs]
- orjson[docs]
- orjson[pro]
- orjson[dev]
- pandas[dev]
- prophet[prophet]
- pyarrow[pro]
- pyarrow[arrow]
- pyarrow[dev]
- pytest[dev]
- pytest-cov[dev]
- pytest-rerunfailures[dev]
- pytest-runner[dev]
- pytest-runner[docs]
- pytest-timeout[dev]
- pytest-xdist[dev]
- pytorch-lightning[torch]
- recommonmark[docs]
- recommonmark[dev]
- requests[dev]
- rpy2[r]
- s3fs[dev]
- sagemaker[dev]
- scipy[torch]
- sphinx[docs]
- sphinx[dev]
- torch[torch]
- ujson[dev]
- waitress[dev]
- waitress[shell]
Used By
25
- autogluon-timeseries
- tabpfn-time-series
- uni2ts
- toto-2
- timecopilot
- timecopilot-toto
- toto-ts
- chap-core
- dysts
- timecopilot-toto-2
- timecopilot-uni2ts
- genformer
- uncertainty-estimation-models
- forecastga
- tsagentkit
- tsfmecb
- ts-bolt
- kf-d3m-primitives
- awt-quant
- dualweaver
- seasonalimpute
- tsagentkit-uni2ts
- tpk
- transmaf
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache License 2.0
First Release
June 3, 2019
Last Release
1 week ago
Last Commit
1 week ago
Latest Version
0.16.3
Total Releases
112
Contributors
117
Open PRs
128
Archived
No
Author
Amazon
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh