PyPI Stats
lucidrains

rectified-flow-pytorch

Implementation of rectified flow and some of its followup research / improvements in Pytorch
PyPI GitHub
Downloads
Day
878
Week
1.3K
Month
9.3K
Stars
445
Forks
32
Issues
8
Version
0.9.14

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
52
Adoption
39
Community
10
How the maintenance status was determined
Last commit
8 days ago
Monthly downloads
9,269
• 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
9,269
Stars
445
Stars per 1k downloads
48.01
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
179
Month daily avg
309
Momentum
-42.0%
((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
MIT 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
8 days ago
Total releases
124
Releases/year
68.9
• 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
5
Monthly downloads
9,269
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
20
 
Issue Burden
18.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
15.6%
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 5

Python Versions

3.13
80.0% 4
3.9
20.0% 1

Top Countries

1. US US
7
2. NL NL
4
3. IN IN
2
4. KR KR
2
5. PL PL
2
6. CA CA
1

Dependencies

13
27 optional dependencies

Used By

2

Package Information

License
MIT License
First Release
July 18, 2024
Last Release
1 week ago
Last Commit
1 week ago
Latest Version
0.9.14
Total Releases
124
Contributors
5
Open PRs
0
Archived
No
Python Versions
3.8
Wheels
py3
Keywords
artificial intelligence deep learning rectified flow
Topics
artificial-intelligence deep-learning flow-matching rectified-flow
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links