Package Insights
Package Risks
- No releases in 327 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
76
Adoption
98
Community
70
How the maintenance status was determined
Last commit
51 days ago
Monthly downloads
642,953
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
642,953
Stars
4,184
Stars per 1k downloads
6.51
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
30,083
Month daily avg
21,432
Momentum
+40.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.6
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
•
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
378 days ago
Total releases
52
Releases/year
7.1
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
110
Monthly downloads
642,953
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
63
Issue Burden
21.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
30.0%
contrib / forks
Stale Release
327d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
50.2K
macOS
38
Windows
35
Python Versions
3.14
97.7%
48.9K
3.11
1.0%
493
3.12
0.6%
324
3.8
0.4%
212
3.13
0.2%
111
Top Countries
1.
US
50.0K
US
2.
CN
114
CN
3.
SG
90
SG
4.
IE
31
IE
5.
JP
29
JP
6.
FR
21
FR
7.
DE
17
DE
8.
CA
14
CA
9.
BR
8
BR
10.
GB
7
GB
Dependencies
6
- bayesian-optimization ==1.4.0
- cma >=2.6.0
- directsearch
- numpy >=1.24.0
- pandas
- typing-extensions >=3.6.6
129 optional dependencies
- autodocsumm[dev]
- autodocsumm[all]
- autograd[benchmark]
- autograd[all]
- ax-platform[all]
- ax-platform[benchmark]
- bayes-optim[benchmark]
- bayes-optim[all]
- black[dev]
- black[all]
- directsearch[all]
- directsearch[benchmark]
- docutils[dev]
- docutils[all]
- fcmaes[benchmark]
- fcmaes[all]
- glfw[benchmark]
- glfw[all]
- gym[benchmark]
- gym[all]
- hiplot[benchmark]
- hiplot[all]
- hyperopt[benchmark]
- hyperopt[all]
- image-quality[benchmark]
- image-quality[all]
- iohexperimenter[benchmark]
- iohexperimenter[all]
- keras[all]
- keras[benchmark]
- keras-preprocessing[all]
- keras-preprocessing[benchmark]
- loguru[benchmark]
- loguru[all]
- matplotlib[benchmark]
- matplotlib[all]
- mixsimulator[all]
- mixsimulator[benchmark]
- mujoco[benchmark]
- mujoco[all]
- mypy[dev]
- mypy[all]
- nlopt[benchmark]
- nlopt[all]
- numpy[benchmark]
- numpy[all]
- olymp[all]
- olymp[benchmark]
- opencv-python[all]
- opencv-python[benchmark]
- openpyxl[all]
- openpyxl[benchmark]
- pandas[dev]
- pandas[benchmark]
- pandas[all]
- pillow[benchmark]
- pillow[all]
- poap[all]
- poap[benchmark]
- py-bobyqa[all]
- py-bobyqa[benchmark]
- pybullet[benchmark]
- pybullet[all]
- pygame[all]
- pygame[benchmark]
- pylint[all]
- pylint[dev]
- pymoo[benchmark]
- pymoo[all]
- pyomo[benchmark]
- pyomo[all]
- pyparsing[dev]
- pyparsing[all]
- pyproj[benchmark]
- pyproj[all]
- pysot[benchmark]
- pysot[all]
- pytest[dev]
- pytest[all]
- pytest-circleci-parallelized[benchmark]
- pytest-circleci-parallelized[all]
- pytest-cov[dev]
- pytest-cov[all]
- pytest-timeout[benchmark]
- pytest-timeout[all]
- pytest-xdist[benchmark]
- pytest-xdist[all]
- recommonmark[dev]
- recommonmark[all]
- requests[benchmark]
- requests[all]
- scikit-image[benchmark]
- scikit-image[all]
- scikit-learn[all]
- scikit-learn[benchmark]
- scikit-optimize[all]
- scikit-optimize[benchmark]
- scipy[all]
- scipy[benchmark]
- setuptools[all]
- setuptools[dev]
- silence-tensorflow[all]
- silence-tensorflow[benchmark]
- smac[benchmark]
- smac[all]
- sphinx[dev]
- sphinx[all]
- sphinx-rtd-theme[dev]
- sphinx-rtd-theme[all]
- tensorflow[benchmark]
- tensorflow[all]
- tensorflow-estimator[all]
- tensorflow-estimator[benchmark]
- tensorflow-probability[all]
- tensorflow-probability[benchmark]
- torch[all]
- torch[benchmark]
- torchvision[benchmark]
- torchvision[all]
- tqdm[all]
- tqdm[benchmark]
- twine[all]
- twine[dev]
- wheel[all]
- wheel[dev]
- xlrd[all]
- xlrd[benchmark]
- xlwt[all]
- xlwt[benchmark]
Package Information
License
MIT
First Release
January 8, 2019
Last Release
1 year ago
Last Commit
1 month ago
Latest Version
1.0.12
Total Releases
52
Contributors
110
Open PRs
47
Archived
No
Author
Facebook AI Research
Wheels
py3
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh