PyPI Stats
codelion

adaptive-classifier

A flexible, adaptive classification system for dynamic text classification
PyPI GitHub
Downloads
Day
1.5K
Week
11.1K
Month
37.2K
Stars
549
Forks
38
Issues
2
Version
0.1.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
54
Adoption
85
Community
0
How the maintenance status was determined
Last commit
211 days ago
Monthly downloads
37,233
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
37,233
Stars
549
Stars per 1k downloads
14.74
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
1,580
Month daily avg
1,241
Momentum
+27.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.8
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
211 days ago
Total releases
17
Releases/year
13.0
• 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
2
Monthly downloads
37,233
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
24
 
Issue Burden
3.6
per 1k stars
Discussions
12.8
per 1k stars
Fork Ratio
5.3%
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 2.3K
Windows 8
macOS 5

Python Versions

3.12
95.9% 2.2K
3.11
2.5% 58
3.10
1.0% 22
3.13
0.5% 12
3.14
0.1% 2

Top Countries

1. US US
2.2K
2. CN CN
34
3. LA LA
34
4. SG SG
31
5. DE DE
9
6. IL IL
6
7. IE IE
4
8. IN IN
4
9. ES ES
3
10. RU RU
3

Dependencies

11
4 optional dependencies

Used By

2

Package Information

License
Apache Software License
First Release
January 13, 2025
Last Release
7 months ago
Last Commit
7 months ago
Latest Version
0.1.2
Total Releases
17
Contributors
2
Open PRs
0
Archived
No
Author
codelion
Python Versions
3 3.8 3.9 3.10
Wheels
py3
Topics
adaptive-learning bert classifier continous-learning distilbert elastic-weight-consolidation embeddings faiss large-language-models llms multi-class-classification multi-label-classification neural-networks online-learning roberta text-classification transformers machine-learning neural-layers adaptive-neural-network
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links