PyPI Stats
aesara-devs

aemcmc-nightly

AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (aesara-devs/aemcmc) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
455
Week
3.2K
Month
17.3K
Stars
39
Forks
11
Issues
29
Version
0.0.8.dev20240219

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
8
Popularity
33
Adoption
42
Community
40
How the maintenance status was determined
Last commit
968 days ago
Monthly downloads
17,299
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
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
17,299
Stars
39
Stars per 1k downloads
2.25
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
457
Month daily avg
577
Momentum
-20.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=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
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
807 days ago
Total releases
450
Releases/year
130.9
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
7
Monthly downloads
17,299
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
59
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
63.6%
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. CN CN
450
2. LA LA
450
3. US US
2
4. CA CA
1
5. IT IT
1

Dependencies

10

Used By

0
Not used by any tracked packages

Package Information

License
MIT License
First Release
November 27, 2022
Last Release
2 years ago
Last Commit
2 years ago
Latest Version
0.0.8.dev20240219
Total Releases
450
Contributors
7
Open PRs
4
Archived
Yes
Author
aesara-devs
Python Versions
3 3.8 3.9 3.10
Wheels
py3
Keywords
math probability numerical symbolic MCMC
Topics
mcmc term-rewriting samplers gibbs-sampling symbolic-computation hmc ppl
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links