Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
Not specified
Licence
Unknown
Last Release
2 years ago
Author
BigDL Authors
First Release
October 13, 2021
Total Releases
850
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Package Risks
- No releases in 810 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
10
Popularity
85
Adoption
66
Community
80
Provenance
0
How the maintenance status was determined
Last commit
260 days ago
Monthly downloads
42,067
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
42,067
Stars
8,846
Stars per 1k downloads
210.28
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
1,422
Month daily avg
1,402
Momentum
+1.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 or older (or Python 2)
•
Unknown
No requires_python specified or unparseable
Package does not declare a minimum Python version.
License categories
License
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
1071 days ago
Total releases
850
Releases/year
169.6
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
112
Monthly downloads
42,067
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
75
Issue Burden
137.2
per 1k stars
Discussions
0.2
per 1k stars
Fork Ratio
7.8%
contrib / forks
Stale Release
810d
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
2
Python Versions
3.11
50.0%
1
3.9
50.0%
1
Top Countries
1.
US
89
US
2.
CN
15
CN
Weekly Downloads
GitHub Stars *
Dependencies
8
- cloudpickle
-
intel-openmp
platform_machine == "x86_64" or platform_machine == "AMD64"
- packaging
- protobuf ==3.19.5
- py-cpuinfo
- pyyaml
- setuptools <66
- sigfig
92 optional dependencies
-
cryptography==41.0.3[pytorch-113-xpu]extra == "pytorch-113-xpu"
-
cryptography==41.0.3[pytorch-20]extra == "pytorch-20"
-
cryptography==41.0.3[pytorch-nightly]extra == "pytorch-nightly"
-
cryptography==41.0.3[pytorch-113]extra == "pytorch-113"
-
cryptography==41.0.3[pytorch-110]extra == "pytorch-110"
-
cryptography==41.0.3[pytorch-112]extra == "pytorch-112"
-
cryptography==41.0.3[pytorch]extra == "pytorch"
-
cryptography==41.0.3[diffusion-113]extra == "diffusion-113"
-
cryptography==41.0.3[pytorch-111]extra == "pytorch-111"
-
diffusers==0.14.0[diffusion-113]extra == "diffusion-113"
-
intel-extension-for-pytorch==2.0.100[pytorch-20]platform_system == "Linux" and extra == "pytorch-20"
-
intel-extension-for-pytorch==2.0.110+xpu[pytorch-20-xpu]platform_system == "Linux" and extra == "pytorch-20-xpu"
-
intel-extension-for-pytorch==1.13.120+xpu[pytorch-113-xpu]platform_system == "Linux" and extra == "pytorch-113-xpu"
-
intel-extension-for-pytorch==1.10.100[pytorch-110]platform_system == "Linux" and extra == "pytorch-110"
-
intel-extension-for-pytorch==1.11.0[pytorch-111]platform_system == "Linux" and extra == "pytorch-111"
-
intel-extension-for-pytorch==1.12.300[pytorch-112]platform_system == "Linux" and extra == "pytorch-112"
-
intel-extension-for-pytorch==1.13.100[pytorch-113]platform_system == "Linux" and extra == "pytorch-113"
-
intel-extension-for-pytorch==1.13.100[diffusion-113]platform_system == "Linux" and extra == "diffusion-113"
-
intel-extension-for-pytorch==1.13.100[pytorch]platform_system == "Linux" and extra == "pytorch"
-
neural-compressor==2.0[inference]platform_system != "Windows" and extra == "inference"
-
onnx==1.12.0[inference]extra == "inference"
-
onnxruntime==1.12.1[inference]extra == "inference"
-
onnxruntime-extensions==0.3.1[inference]((platform_machine == "x86_64" or platform_machine == "AMD64") and platform_system == "Darwin") and extra == "inference"
-
onnxsim==0.4.1[inference]((platform_machine == "x86_64" or platform_machine == "AMD64") and platform_system == "Darwin") and extra == "inference"
-
opencv-python-headless[pytorch-113-xpu]extra == "pytorch-113-xpu"
-
opencv-python-headless[pytorch-20]extra == "pytorch-20"
-
opencv-python-headless[pytorch-nightly]extra == "pytorch-nightly"
-
opencv-python-headless[pytorch-113]extra == "pytorch-113"
-
opencv-python-headless[pytorch-112]extra == "pytorch-112"
-
opencv-python-headless[pytorch-111]extra == "pytorch-111"
-
opencv-python-headless[pytorch-110]extra == "pytorch-110"
-
opencv-python-headless[pytorch]extra == "pytorch"
-
opencv-python-headless[diffusion-113]extra == "diffusion-113"
-
opencv-transforms[pytorch-113]extra == "pytorch-113"
-
opencv-transforms[pytorch-20]extra == "pytorch-20"
-
opencv-transforms[pytorch-nightly]extra == "pytorch-nightly"
-
opencv-transforms[pytorch-113-xpu]extra == "pytorch-113-xpu"
-
opencv-transforms[diffusion-113]extra == "diffusion-113"
-
opencv-transforms[pytorch]extra == "pytorch"
-
opencv-transforms[pytorch-110]extra == "pytorch-110"
-
opencv-transforms[pytorch-111]extra == "pytorch-111"
-
opencv-transforms[pytorch-112]extra == "pytorch-112"
-
openvino-dev==2022.3.0[inference]extra == "inference"
-
pytorch-lightning==1.6.4[pytorch-110]extra == "pytorch-110"
-
pytorch-lightning==1.6.4[diffusion-113]extra == "diffusion-113"
-
pytorch-lightning==1.6.4[pytorch]extra == "pytorch"
-
pytorch-lightning==1.6.4[pytorch-111]extra == "pytorch-111"
-
pytorch-lightning==1.6.4[pytorch-112]extra == "pytorch-112"
-
pytorch-lightning==1.6.4[pytorch-113]extra == "pytorch-113"
-
pytorch-lightning==1.6.4[pytorch-113-xpu]extra == "pytorch-113-xpu"
-
pytorch-lightning==1.6.4[pytorch-20]extra == "pytorch-20"
-
pytorch-lightning==1.6.4[pytorch-nightly]extra == "pytorch-nightly"
-
pyturbojpeg[pytorch-111]extra == "pytorch-111"
-
pyturbojpeg[pytorch-113]extra == "pytorch-113"
-
pyturbojpeg[pytorch-113-xpu]extra == "pytorch-113-xpu"
-
pyturbojpeg[pytorch-20]extra == "pytorch-20"
-
pyturbojpeg[pytorch-nightly]extra == "pytorch-nightly"
-
pyturbojpeg[pytorch-110]extra == "pytorch-110"
-
pyturbojpeg[pytorch-112]extra == "pytorch-112"
-
pyturbojpeg[pytorch]extra == "pytorch"
-
pyturbojpeg[diffusion-113]extra == "diffusion-113"
-
scipy<=1.10.1[inference]extra == "inference"
-
torch~=1.14.0.dev[pytorch-nightly]extra == "pytorch-nightly"
-
torch==1.13.1[diffusion-113]extra == "diffusion-113"
-
torch==1.13.1[pytorch]extra == "pytorch"
-
torch==1.10.1[pytorch-110]extra == "pytorch-110"
-
torch==1.11.0[pytorch-111]extra == "pytorch-111"
-
torch==1.12.1[pytorch-112]extra == "pytorch-112"
-
torch==1.13.1[pytorch-113]extra == "pytorch-113"
-
torch==1.13.0a0+git6c9b55e[pytorch-113-xpu]extra == "pytorch-113-xpu"
-
torch==2.0.0[pytorch-20]extra == "pytorch-20"
-
torch==2.0.1a0[pytorch-20-xpu]extra == "pytorch-20-xpu"
-
torchmetrics==0.11.0[diffusion-113]extra == "diffusion-113"
-
torchmetrics==0.11.0[pytorch]extra == "pytorch"
-
torchmetrics==0.11.0[pytorch-110]extra == "pytorch-110"
-
torchmetrics==0.11.0[pytorch-111]extra == "pytorch-111"
-
torchmetrics==0.11.0[pytorch-112]extra == "pytorch-112"
-
torchmetrics==0.11.0[pytorch-113]extra == "pytorch-113"
-
torchmetrics==0.11.0[pytorch-113-xpu]extra == "pytorch-113-xpu"
-
torchmetrics==0.11.0[pytorch-20]extra == "pytorch-20"
-
torchmetrics==0.11.0[pytorch-nightly]extra == "pytorch-nightly"
-
torchvision==0.14.1[diffusion-113]extra == "diffusion-113"
-
torchvision==0.14.1[pytorch]extra == "pytorch"
-
torchvision==0.11.2[pytorch-110]extra == "pytorch-110"
-
torchvision==0.12.0[pytorch-111]extra == "pytorch-111"
-
torchvision==0.13.1[pytorch-112]extra == "pytorch-112"
-
torchvision==0.14.1[pytorch-113]extra == "pytorch-113"
-
torchvision==0.14.1a0[pytorch-113-xpu]extra == "pytorch-113-xpu"
-
torchvision==0.15.1[pytorch-20]extra == "pytorch-20"
-
torchvision==0.15.2a0[pytorch-20-xpu]extra == "pytorch-20-xpu"
-
torchvision~=0.15.0.dev[pytorch-nightly]extra == "pytorch-nightly"
-
transformers==4.34.0[diffusion-113]extra == "diffusion-113"
Used By
8
- bigdl-chronos 36.0K/mo
- bigdl-chronos-spark3 25.4K/mo
- bigdl-chronos-spark2 24.1K/mo
- bigdl-spark2 23.9K/mo
- bigdl 23.4K/mo
- bigdl-spark3 21.6K/mo
- bigdl-chronos-spark321 57/mo
- bigdl-spark321 55/mo
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh