PyPI Stats
microsoft

rats-processors

Rats is a collection of tools to help researchers define and run experiments. It is designed to be a modular and extensible framework currently supporting building and running pipelines, integrating configs and services.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (microsoft/rats) with 3 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
118
Week
163
Month
2.4K
Stars
32
Forks
11
Issues
12
Version
0.5.0.dev20250120034014

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
32
Adoption
33
Community
95
How the maintenance status was determined
Last commit
37 days ago
Monthly downloads
2,388
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
2,388
Stars
32
Stars per 1k downloads
13.40
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
23
Month daily avg
80
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
<4.0,>=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
• 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
471 days ago
Total releases
116
Releases/year
54.1
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
10,000
Monthly downloads
2,388
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
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
90909.1%
contrib / forks
Stale Release
434d
 
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
6
2. CA CA
1

Dependencies

8

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
March 14, 2024
Last Release
1 year ago
Last Commit
1 month ago
Latest Version
0.5.0.dev20250120034014
Total Releases
116
Contributors
10,000
Open PRs
8
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13
Keywords
pipelines machine learning research
Topics
-
Tracking Since
January 12, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links