Known Vulnerability
The current version has a known security vulnerability. Review the advisory and consider upgrading.
Security Vulnerability
OSV-2021-449
UNKNOWN READ in std::pair<absl::lts_NUMBER_02_25::container_internal::raw_hash_set<absl::lts_NUM
Source: osv.dev · Flagged: 1 month ago
tensorflow has 20.4M monthly downloads and 196K GitHub stars. Version 2.21.0 supports Python 3.10+, first published in 2016.
It is actively maintained under a permissive license, last released in Mar 2026.
It is built on top of absl-py, astunparse and flatbuffers. It is used by 2,651 tracked packages, including tensorflow-serving-api, tensorflow-text and tensorflowjs.
GitHub topics include tensorflow, machine-learning and deep-learning.
Package Insights
Package Risks
- No releases in 121 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
100
Adoption
60
Community
100
Provenance
0
How the maintenance status was determined
Last commit
0 days ago
Monthly downloads
20,412,424
•
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
20,412,424
Stars
196,096
Stars per 1k downloads
9.61
•
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
594,212
Month daily avg
680,414
Momentum
-12.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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
122 days ago
Total releases
208
Releases/year
21.6
•
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
4,078
Monthly downloads
20,412,424
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
80
Issue Burden
4.8
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
5.4%
contrib / forks
Stale Release
121d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
436.8K
Windows
21.9K
macOS
7.2K
Python Versions
3.7
32.6%
135.6K
3.10
20.6%
85.5K
3.11
19.7%
81.8K
3.12
18.9%
78.3K
3.8
8.2%
34.2K
Top Countries
1.
US
358.4K
US
2.
DE
26.6K
DE
3.
IN
13.5K
IN
4.
GB
12.4K
GB
5.
NL
11.8K
NL
6.
JP
8.9K
JP
7.
SG
7.6K
SG
8.
IE
7.0K
IE
9.
CN
5.7K
CN
10.
CA
5.5K
CA
Dependencies
20
- absl-py >=1.0.0
- astunparse >=1.6.0
- flatbuffers >=25.9.23
- gast !=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1
- google-pasta >=0.1.1
- grpcio <2.0,>=1.24.3
- h5py <3.15.0,>=3.11.0
- keras >=3.12.0
- libclang >=13.0.0
- ml-dtypes <1.0.0,>=0.5.1
- numpy >=1.26.0
- opt-einsum >=2.3.2
- packaging
- protobuf <8.0.0,>=6.31.1
- requests <3,>=2.21.0
- setuptools
- six >=1.12.0
- termcolor >=1.1.0
- typing-extensions >=3.6.6
- wrapt >=1.11.0
13 optional dependencies
- nvidia-cublas-cu12[and-cuda]
- nvidia-cuda-cupti-cu12[and-cuda]
- nvidia-cuda-nvcc-cu12[and-cuda]
- nvidia-cuda-nvrtc-cu12[and-cuda]
- nvidia-cuda-runtime-cu12[and-cuda]
- nvidia-cudnn-cu12[and-cuda]
- nvidia-cufft-cu12[and-cuda]
- nvidia-curand-cu12[and-cuda]
- nvidia-cusolver-cu12[and-cuda]
- nvidia-cusparse-cu12[and-cuda]
- nvidia-nccl-cu12[and-cuda]
- nvidia-nvjitlink-cu12[and-cuda]
- tensorflow-io-gcs-filesystem[gcs-filesystem]
Used By
2651
- tensorflow-serving-api
- tensorflow-text
- tensorflowjs
- tf-keras
- tensorflow-decision-forests
- zfit
- rasa
- tfx-bsl
- google-meridian
- basic-pitch
- tensorflow-transform
- tensorflow-data-validation
- dopamine-rl
- tensorflow-macos
- glidekv
- tflite-model-maker-nightly
- tensorflow-ranking
- tf-models-official
- gqlalchemy
- tensorflow-model-analysis
- tfx
- deepcut
- spleeter
- tensorflow-federated
- rhetor
- leap-model-parser
- mtmtrain
- mmm-proto-schema
- tensorflow-cloud
- witwidget
- spektral
- dreamify
- fer
- praxis
- olpai-volunteer-agent
- tfcausalimpact
- bpmn-rpa
- tensorflow-privacy
- tf2crf
- mediapipe-model-maker
- lingvo
- paxml
- google-ml-edu
- probabilistic-word-embeddings
- onnx2kerastl
- rasa-core
- vus
- inaspeechsegmenter
- turicreate
- explainable-ai-sdk
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache 2.0
First Release
November 23, 2016
Last Release
4 months ago
Last Commit
13 hr ago
Latest Version
2.21.0
Total Releases
208
Contributors
4,078
Open PRs
1,726
Archived
No
Author
Google Inc.
Python Versions
3
3.10
3.11
3.12
3.13
Wheels
cp27
cp310
cp311
cp312
cp313
cp33
cp34
cp35
cp36
cp37
cp38
cp39
Keywords
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh