PyPI Stats
uber

orbit-ml

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
PyPI GitHub
Downloads
Day
1.4K
Week
9.3K
Month
30.8K
Stars
2.0K
Forks
148
Issues
55
Version
1.1.5.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
68
Adoption
84
Community
45
How the maintenance status was determined
Last commit
64 days ago
Monthly downloads
30,752
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
30,752
Stars
2,049
Stars per 1k downloads
66.63
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
1,327
Month daily avg
1,025
Momentum
+29.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.9
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
64 days ago
Total releases
37
Releases/year
6.6
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
29
Monthly downloads
30,752
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
62
 
Issue Burden
26.8
per 1k stars
Discussions
11.2
per 1k stars
Fork Ratio
19.6%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 570
Windows 1
macOS 1

Python Versions

3.12
79.9% 453
3.7
14.8% 84
3.10
2.3% 13
3.11
1.6% 9
3.13
1.4% 8

Top Countries

1. IE IE
437
2. US US
133
3. GB GB
2
4. CA CA
1
5. CN CN
1
6. DE DE
1
7. ES ES
1
8. IR IR
1

Dependencies

12
4 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache License 2.0
First Release
October 3, 2020
Last Release
2 months ago
Last Commit
2 months ago
Latest Version
1.1.5.0
Total Releases
37
Contributors
29
Open PRs
5
Archived
No
Author
Edwin Ng, Zhishi Wang, Steve Yang, Yifeng Wu, Jing Pan
Python Versions
3.9 3.10 3.11
Wheels
py3
Topics
python forecasting bayesian exponential-smoothing pyro stan pystan probabilistic-programming probabilistic forecast orbit time-series regression arima changepoint bayesian-methods bayesian-statistics machine-learning regression-models pytorch
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links