PyPI Stats
petrobras

bibmon

Python package that provides predictive models for fault detection, soft sensing, and process condition monitoring.
PyPI GitHub
Downloads
Day
53
Week
148
Month
522
Stars
100
Forks
52
Issues
10
Version
1.2.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
30
Popularity
45
Adoption
27
Community
60
How the maintenance status was determined
Last commit
477 days ago
Monthly downloads
522
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
522
Stars
100
Stars per 1k downloads
191.57
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
21
Month daily avg
17
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
>=3.10
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
Apache 2.0
• 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
477 days ago
Total releases
12
Releases/year
6.1
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
9
Monthly downloads
522
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
62
 
Issue Burden
100.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
17.3%
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

Linux 2

Python Versions

3.13
100.0% 2

Top Countries

1. US US
3
2. CA CA
1

Dependencies

8

Used By

0
Not used by any tracked packages

Package Information

License
Apache 2.0
First Release
May 23, 2024
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
1.2.0
Total Releases
12
Contributors
9
Open PRs
13
Archived
No
Author
BibMon developers
Wheels
py3
Topics
fault-detection fault-diagnosis machine-learning pca process-monitoring process-systems-engineering soft-sensor time-series neural-networks scikit-learn echo-state-network
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links