PyPI Stats
adaptive-machine-learning

capymoa

Enhanced machine learning library tailored for data streams, featuring a Python API integrated with MOA backend support. This unique combination empowers users to leverage a wide array of existing algorithms efficiently while fostering the development of new methodologies in both Python and Java.
PyPI GitHub
Downloads
Day
118
Week
513
Month
3.0K
Stars
134
Forks
45
Issues
4
Version
0.13.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
46
Adoption
34
Community
70
How the maintenance status was determined
Last commit
8 days ago
Monthly downloads
2,966
• 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
2,966
Stars
134
Stars per 1k downloads
45.18
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
73
Month daily avg
99
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
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
BSD-3-Clause
• 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
19 days ago
Total releases
19
Releases/year
9.4
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
28
Monthly downloads
2,966
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
64
 
Issue Burden
29.9
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
62.2%
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 34
Windows 4

Python Versions

3.12
84.2% 32
3.10
5.3% 2
3.11
5.3% 2
3.14
5.3% 2

Top Countries

1. US US
24
2. SG SG
12
3. NL NL
4
4. AU AU
2
5. DZ DZ
2
6. IT IT
2
7. NZ NZ
2
8. TW TW
2
9. CA CA
1

Dependencies

10
17 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
BSD-3-Clause
First Release
April 29, 2024
Last Release
2 weeks ago
Last Commit
1 week ago
Latest Version
0.13.0
Total Releases
19
Contributors
28
Open PRs
4
Archived
No
Author
Nuwan Gunasekara, Marco Heyden, Yibin Sun, Guilherme Weigert Cassales
Wheels
py3
Keywords
Big Data Concept Drift Concept Evolution Concept Shift Data Mining Data Science Data Stream Data Stream Mining Incremental Learning MOA Machine Learning Online Learning Stream Learning
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links