PyPI Stats
ZJUEarthData

geochemistrypi

A highly automated machine learning Python framework dedicating to build up MLOps level 1 software product for data-driven geochemistry discovery
PyPI GitHub
Downloads
Day
26
Week
65
Month
578
Stars
108
Forks
37
Issues
8
Version
0.7.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
30
Popularity
44
Adoption
27
Community
80
How the maintenance status was determined
Last commit
464 days ago
Monthly downloads
578
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
578
Stars
108
Stars per 1k downloads
186.85
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
9
Month daily avg
19
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
~=3.9
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
487 days ago
Total releases
10
Releases/year
3.0
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
20
Monthly downloads
578
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
72
 
Issue Burden
74.1
per 1k stars
Discussions
18.5
per 1k stars
Fork Ratio
54.1%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

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. CA CA
1

Dependencies

29
1 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT License
First Release
January 15, 2023
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
0.7.0
Total Releases
10
Contributors
20
Open PRs
13
Archived
No
Python Versions
3.9
Wheels
py3
Keywords
Automated Continuous Training Data Mining Geochemistry Discovery Geochemistry π MLOps Machine Learning Machine Learning Lifecycle Management Model Inference
Topics
geochemistry data-science dash fastapi nodejs reactjs typer flaml mlflow ray scikit-learn
Tracking Since
January 28, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links