Our verdict
We have not reviewed TensorFlow yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About TensorFlow
Open source machine learning framework written in C++ with Python bindings for building and training neural networks. Provides computational graph execution, automatic differentiation, and deployment across CPUs, GPUs, and TPUs. Widely used for production ML workloads at scale.
Best for
Teams building production ML systems that need cross-platform deployment and performance optimization
Use cases
- Training deep learning models for computer vision and NLP tasks
- Deploying trained models to mobile, web, and edge devices
- Building custom ML pipelines with low-level tensor operations
Notes
195,356 stars on GitHub. Last updated 2026-06-01. Licensed Apache-2.0.
Pros
- Mature ecosystem with extensive documentation and community support
- Strong performance optimization for production deployments
- Multi-platform support including mobile and embedded systems
Cons
- Steeper learning curve compared to higher-level frameworks like PyTorch
- Computational graphs require more boilerplate code for simple experiments
- Debugging can be difficult due to deferred execution model
Key facts
What we have checked
- Latest prerelease version
- 2.22.0-rc0 (released 24 Sept 2026)
- GitHub stars
- 200,323
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How TensorFlow is growing
195,356 to 200,323
Alternatives
Alternatives to TensorFlow
| Record | Type | How we know | Checked |
|---|---|---|---|
| Apache MXNetAlternative to this | Open source | Named in the listing | Not dated |
| CaffeAlternative to this | Open source | Named in the listing | Not dated |
| CandleAlternative to this | Open source | Named in the listing | Not dated |
| JaxAlternative to this | Open source | Named in the listing | Not dated |
| MegEngineAlternative to this | Open source | Named in the listing | Not dated |
| MindSporeAlternative to this | Open source | Named in the listing | Not dated |
| NCNNAlternative to this | Open source | Named in the listing | Not dated |
| OneflowAlternative to this | Open source | Named in the listing | Not dated |
| PaddlePaddleAlternative to this | Open source | Named in the listing | Not dated |
| PyTorchAlternative to this | Open source | Named in the listing | Not dated |
| VectorFlowAlternative to this | Open source | Named in the listing | Not dated |
Compare
Compare TensorFlow side by side
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 2.22.0-rc0
Released 2.21.0
Released 2.21.0-rc1
Released 2.21.0-rc0
Released 2.20.0
Released 2.19.1
Released 2.20.0-rc0
Released 2.19.0
Released 2.18.1
Released 2.19.0-rc0
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