PyRank
aws

sagemaker-train

A library for training and deploying machine learning models on Amazon SageMaker
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

sagemaker-train has 1.4M monthly downloads and 2K GitHub stars. Version 1.15.0 supports Python 3.10+, first published in 2025.

It is actively maintained, last released in Jun 2026.

It is built on top of graphene, jinja2 and mlflow. It is used by 3 tracked packages, including sagemaker, sagemaker-serve and sagemaker-mlops.

GitHub topics include aws, mxnet and tensorflow.

Shared Repository
This package shares its GitHub repository (aws/sagemaker-python-sdk) with 2 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
42.1K
Week
310.3K
Month
1.4M
Stars
2.2K
Forks
1.3K
Issues
299
Version
1.15.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
76
Adoption
70
Community
100
Provenance
0
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
1,446,085
• 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
1,446,085
Stars
2,249
Stars per 1k downloads
1.56
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
44,331
Month daily avg
48,203
Momentum
-8.0%
((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
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
10 days ago
Total releases
22
Releases/year
35.2
• 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
597
Monthly downloads
1,446,085
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
132.9
per 1k stars
Discussions
75.1
per 1k stars
Fork Ratio
46.8%
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 29.3K
Windows 52
macOS 36

Python Versions

3.9
54.3% 15.8K
3.10
30.7% 8.9K
3.11
10.0% 2.9K
3.12
4.1% 1.2K
3.13
1.0% 287

Top Countries

1. US US
22.5K
2. AU AU
1.0K
3. DE DE
796
4. JP JP
729
5. IE IE
591
6. SG SG
539
7. IN IN
503
8. GB GB
498
9. CA CA
273
10. IL IL
234

Dependencies

12
15 optional dependencies

Used By

3
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
Unknown
First Release
November 20, 2025
Last Release
1 week ago
Last Commit
6 days ago
Latest Version
1.15.0
Total Releases
22
Contributors
597
Open PRs
155
Archived
No
Author
Amazon Web Services
Python Versions
3.10 3.11 3.12
Wheels
py3
Keywords
AI AWS Amazon ML MXNet Tensorflow PyTorch HuggingFace
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links