PyPI Stats
basnijholt

adaptive-scheduler

Run many functions (adaptively) on many cores (>10k-100k) using mpi4py.futures, ipyparallel, loky, or dask-mpi. :tada:
PyPI GitHub
Downloads
Day
528
Week
2.8K
Month
11.7K
Stars
30
Forks
14
Issues
14
Version
2.17.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
32
Adoption
60
Community
60
How the maintenance status was determined
Last commit
70 days ago
Monthly downloads
11,728
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
11,728
Stars
30
Stars per 1k downloads
2.56
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
400
Month daily avg
391
Momentum
+2.3%
((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
BSD-3
• 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
70 days ago
Total releases
123
Releases/year
17.6
• 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
6
Monthly downloads
11,728
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
42.9%
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 6

Python Versions

3.11
33.3% 2
3.14
33.3% 2
3.12
16.7% 1
3.13
16.7% 1

Top Countries

1. CN CN
247
2. LA LA
245
3. US US
12
4. CA CA
1
5. FR FR
1

Dependencies

16
13 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
BSD-3
First Release
May 8, 2019
Last Release
2 months ago
Last Commit
2 months ago
Latest Version
2.17.1
Total Releases
123
Contributors
6
Open PRs
23
Archived
No
Python Versions
3 3.10 3.11 3.12
Wheels
py3
Topics
parallel-computing distributed-computing adaptive-learning active-learning python ipyparallel mpi4py dask slurm pbs interactive adaptive loky
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links