Package Insights
Score based on PyPI data only — no linked source repository
N/A
Health Score
Not available
requires GitHub data
How the maintenance status was determined
Last release
22 days ago
Monthly downloads
29,009
•
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
29,009
Stars
Unknown
Stars per 1k downloads
—
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
No star data — can't compute stars-to-downloads ratio.
How download momentum is calculated
Week daily avg
1,284
Month daily avg
967
Momentum
+32.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
<4.0,>=3.8
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
https://aka.ms/azureml-sdk-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
22 days ago
Total releases
98
Releases/year
30.9
•
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
Unknown
Monthly downloads
29,009
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
Contributor count is missing — this usually indicates the package has no linked GitHub repository.
Engagement
0
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
PR Velocity
-
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
573
Python Versions
3.10
76.2%
435
3.12
9.1%
52
3.11
8.2%
47
3.9
6.0%
34
3.8
0.5%
3
Top Countries
1.
US
528
US
2.
SG
57
SG
3.
GB
12
GB
4.
AU
5
AU
5.
KR
4
KR
6.
SE
2
SE
7.
CA
1
CA
Dependencies
5
- numpy <=2.0.0,>=1.19.0
- pandas <3.0.0,>=1.1.5
- psutil <=6.0.0,>=5.2.2
- setuptools >=70.0.0
- tqdm <5.0.0,>=4.62.3
199 optional dependencies
- aiohttp[text]
- aiohttp[rag-evaluation]
- aiohttp[multimodal]
- aiohttp[generative-ai]
- aiohttp[all]
- aiohttp[chat-completion]
- azure-identity[all]
- azure-identity[chat-completion]
- azure-identity[generative-ai]
- azure-identity[multimodal]
- azure-identity[rag-evaluation]
- azure-identity[text]
- azure-keyvault[text]
- azure-keyvault[rag-evaluation]
- azure-keyvault[multimodal]
- azure-keyvault[generative-ai]
- azure-keyvault[chat-completion]
- azure-keyvault[all]
- azureml-core[translation]
- azureml-core[video]
- azureml-core[ada-similarity]
- azureml-core[all]
- azureml-core[bert-score]
- azureml-core[chat-completion]
- azureml-core[classification]
- azureml-core[code-generation]
- azureml-core[evaluate]
- azureml-core[fill-mask]
- azureml-core[forecasting]
- azureml-core[generative-ai]
- azureml-core[image]
- azureml-core[multimodal]
- azureml-core[prompt-flow]
- azureml-core[qa]
- azureml-core[rag-evaluation]
- azureml-core[rai]
- azureml-core[regression]
- azureml-core[summarization]
- azureml-core[tabular]
- azureml-core[text]
- azureml-core[text-generation]
- azureml-core[text-ner]
- azureml-telemetry[multimodal]
- azureml-telemetry[ada-similarity]
- azureml-telemetry[all]
- azureml-telemetry[bert-score]
- azureml-telemetry[chat-completion]
- azureml-telemetry[classification]
- azureml-telemetry[code-generation]
- azureml-telemetry[evaluate]
- azureml-telemetry[fill-mask]
- azureml-telemetry[forecasting]
- azureml-telemetry[generative-ai]
- azureml-telemetry[image]
- azureml-telemetry[prompt-flow]
- azureml-telemetry[qa]
- azureml-telemetry[rag-evaluation]
- azureml-telemetry[rai]
- azureml-telemetry[regression]
- azureml-telemetry[summarization]
- azureml-telemetry[tabular]
- azureml-telemetry[text]
- azureml-telemetry[text-generation]
- azureml-telemetry[text-ner]
- azureml-telemetry[translation]
- azureml-telemetry[video]
- bert-score[multimodal]
- bert-score[qa]
- bert-score[text]
- bert-score[all]
- bert-score[bert-score]
- clean-fid[all]
- clean-fid[image]
- clean-fid[multimodal]
- evaluate[fill-mask]
- evaluate[generative-ai]
- evaluate[multimodal]
- evaluate[qa]
- evaluate[summarization]
- evaluate[text]
- evaluate[text-generation]
- evaluate[translation]
- evaluate[evaluate]
- evaluate[code-generation]
- evaluate[chat-completion]
- evaluate[bert-score]
- evaluate[all]
- jinja2[text]
- jinja2[all]
- jinja2[generative-ai]
- jinja2[multimodal]
- jinja2[prompt-flow]
- jinja2[qa]
- mmcv-full[video]
- mmdet[video]
- nest-asyncio[text]
- nest-asyncio[all]
- nest-asyncio[generative-ai]
- nest-asyncio[prompt-flow]
- nest-asyncio[multimodal]
- nest-asyncio[qa]
- nltk[chat-completion]
- nltk[all]
- nltk[graders]
- nltk[multimodal]
- nltk[summarization]
- nltk[text]
- nltk[text-generation]
- openai[ada-similarity]
- openai[rai]
- openai[text]
- openai[qa]
- openai[prompt-flow]
- openai[multimodal]
- openai[generative-ai]
- openai[chat-completion]
- openai[rag-evaluation]
- openai[all]
- opencv-python-headless[video]
- plotly[qa]
- plotly[text]
- plotly[multimodal]
- plotly[ada-similarity]
- plotly[all]
- pycocotools[multimodal]
- pycocotools[all]
- pycocotools[image]
- requests[generative-ai]
- requests[multimodal]
- requests[text]
- requests[rag-evaluation]
- requests[all]
- requests[chat-completion]
- rouge-score[text-generation]
- rouge-score[all]
- rouge-score[chat-completion]
- rouge-score[multimodal]
- rouge-score[summarization]
- rouge-score[text]
- scikit-learn[forecasting]
- scikit-learn[multimodal]
- scikit-learn[regression]
- scikit-learn[tabular]
- scikit-learn[text]
- scikit-learn[classification]
- scikit-learn[all]
- scipy[classification]
- scipy[forecasting]
- scipy[multimodal]
- scipy[qa]
- scipy[regression]
- scipy[tabular]
- scipy[text]
- scipy[ada-similarity]
- scipy[all]
- seqeval[all]
- seqeval[multimodal]
- seqeval[text]
- seqeval[text-ner]
- tenacity[chat-completion]
- tenacity[multimodal]
- tenacity[prompt-flow]
- tenacity[qa]
- tenacity[all]
- tenacity[rag-evaluation]
- tenacity[ada-similarity]
- tenacity[rai]
- tenacity[text]
- tenacity[generative-ai]
- toml[chat-completion]
- toml[generative-ai]
- toml[multimodal]
- toml[rag-evaluation]
- toml[text]
- toml[all]
- torch[text]
- torch[all]
- torch[chat-completion]
- torch[fill-mask]
- torch[multimodal]
- torch[qa]
- torch[text-generation]
- torchvision[video]
- tqdm[classification]
- tqdm[forecasting]
- tqdm[multimodal]
- tqdm[prompt-flow]
- tqdm[rag-evaluation]
- tqdm[regression]
- tqdm[tabular]
- tqdm[text]
- tqdm[all]
- transformers[all]
- transformers[chat-completion]
- transformers[fill-mask]
- transformers[multimodal]
- transformers[qa]
- transformers[text]
- transformers[text-generation]
Package Information
License
https://aka.ms/azureml-sdk-license
First Release
March 7, 2023
Last Release
3 weeks ago
Last Commit
-
Latest Version
0.0.89
Total Releases
98
Contributors
-
Open PRs
-
Archived
-
Author
Microsoft Corp
Python Versions
3
3.8
3.9
3.10
3.11
Wheels
py3
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh