PyRank
aws

sagemaker-train

A library for training and deploying machine learning models on Amazon SageMaker
PyPI GitHub
More links
Download Stats
Monthly downloads
825.5K
Weekly downloads
195.1K
GitHub stars *
2.3K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
1.25.0
Requires Python
>=3.10
Licence
Unknown
Last Release
2 days ago
Author
Amazon Web Services
First Release
November 20, 2025
Total Releases
33
Python Versions
3.10 3.11 3.12 3.13
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
76
Adoption
79
Community
100
Provenance
0
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
825,519
• 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
825,519
Stars
2,268
Stars per 1k downloads
2.75
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
27,877
Month daily avg
27,517
Momentum
+1.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
2 days ago
Total releases
33
Releases/year
36.5
• 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
585
Monthly downloads
825,519
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
100
 
Issue Burden
71.9
per 1k stars
Discussions
74.5
per 1k stars
Fork Ratio
44.7%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 22.5K
macOS 14
Windows 9

Python Versions

3.9
46.4% 10.3K
3.10
36.6% 8.2K
3.12
8.4% 1.9K
3.11
7.7% 1.7K
3.13
0.9% 195

Top Countries

1. US US
16.4K
2. DE DE
876
3. JP JP
692
4. AU AU
671
5. IE IE
654
6. IN IN
521
7. SG SG
377
8. CA CA
275
9. GB GB
243
10. IL IL
236

Weekly Downloads

GitHub Stars *

Dependencies

12
16 optional dependencies

Used By

3

Repository details

Forks
1.3K
Issues
163
Last Commit
1 week ago
Contributors
585
Open PRs
57
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
AI AWS Amazon ML MXNet Tensorflow PyTorch HuggingFace
Sources and methodology