PyPI Stats
sbi-dev

sbi

sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has you covered.
PyPI GitHub
Downloads
Day
489
Week
3.0K
Month
13.6K
Stars
823
Forks
243
Issues
59
Version
0.26.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
64
Adoption
51
Community
90
How the maintenance status was determined
Last commit
13 days ago
Monthly downloads
13,570
• 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
13,570
Stars
823
Stars per 1k downloads
60.65
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
432
Month daily avg
452
Momentum
-4.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
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 Software License
• 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
27 days ago
Total releases
38
Releases/year
6.4
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
102
Monthly downloads
13,570
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
99
 
Issue Burden
71.7
per 1k stars
Discussions
115.4
per 1k stars
Fork Ratio
42.0%
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 145
Windows 7
macOS 4

Python Versions

3.11
61.8% 94
3.12
15.8% 24
3.13
12.5% 19
3.10
5.3% 8
3.9
4.6% 7

Top Countries

1. US US
115
2. SG SG
16
3. BR BR
4
4. DE DE
4
5. CN CN
2
6. EE EE
2
7. FR FR
2
8. ID ID
2
9. IN IN
2
10. JP JP
2

Package Information

License
Apache Software License
First Release
June 12, 2020
Last Release
3 weeks ago
Last Commit
1 week ago
Latest Version
0.26.1
Total Releases
38
Contributors
102
Open PRs
12
Archived
No
Python Versions
3
Wheels
py3
Keywords
Bayesian inference simulation-based inference PyTorch
Topics
simulation-based-inference likelihood-free-inference bayesian-inference parameter-estimation pytorch machine-learning
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links