PyPI Stats
emdgroup

baybe

Bayesian Optimization and Design of Experiments
PyPI GitHub
Downloads
Day
422
Week
2.0K
Month
7.7K
Stars
457
Forks
76
Issues
29
Version
0.14.3

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
56
Adoption
68
Community
60
How the maintenance status was determined
Last commit
8 days ago
Monthly downloads
7,677
• 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
7,677
Stars
457
Stars per 1k downloads
59.53
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
285
Month daily avg
256
Momentum
+11.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.14,>=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-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
85 days ago
Total releases
27
Releases/year
11.1
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
7,677
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
79
 
Issue Burden
63.5
per 1k stars
Discussions
116.0
per 1k stars
Fork Ratio
38.2%
contrib / forks
Stale Release
76d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 33
Windows 2

Python Versions

3.12
54.3% 19
3.13
25.7% 9
3.11
17.1% 6
3.10
2.9% 1

Top Countries

1. US US
27
2. CA CA
3
3. DE DE
3
4. GB GB
2
5. HK HK
2

Dependencies

12
54 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
December 4, 2023
Last Release
2 months ago
Last Commit
1 week ago
Latest Version
0.14.3
Total Releases
27
Contributors
29
Open PRs
21
Archived
No
Author
Merck KGaA, Darmstadt, Germany
Python Versions
3.10 3.11 3.12 3.13
Wheels
py3
Keywords
Active Learning Bayesian Optimization Design of Experiments DOE Optimization
Topics
bayesian-optimization design-of-experiments machine-learning active-learning experimental-design optimization
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links