PyPI Stats
zerolovesea

nextrec

A comprehensive recommendation library with match, ranking, and multi-task learning models
PyPI GitHub
Downloads
Day
275
Week
419
Month
6.2K
Stars
135
Forks
12
Issues
2
Version
0.6.13

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
41
Adoption
37
Community
0
How the maintenance status was determined
Last commit
15 days ago
Monthly downloads
6,165
• 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
6,165
Stars
135
Stars per 1k downloads
21.90
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
60
Month daily avg
206
Momentum
-70.9%
((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
15 days ago
Total releases
95
Releases/year
207.6
• 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
1
Monthly downloads
6,165
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
21
 
Issue Burden
14.8
per 1k stars
Discussions
29.6
per 1k stars
Fork Ratio
8.3%
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

No OS data available

Python Versions

No Python version data available

Top Countries

1. US US
12
2. GB GB
11
3. CA CA
1

Dependencies

11
14 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache Software License
First Release
November 20, 2025
Last Release
2 weeks ago
Last Commit
2 weeks ago
Latest Version
0.6.13
Total Releases
95
Contributors
1
Open PRs
0
Archived
No
Author
Yang Zhou
Python Versions
3 3.10 3.11 3.12
Wheels
py3
Keywords
ctr deep-learning match pytorch ranking recommendation
Topics
ctr-prediction pytorch recomendation-system deep-learning recommendation-algorithms
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links