Our verdict
We have not reviewed Guild AI 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 Guild AI
Guild AI is an open-source experiment tracking tool for machine learning. It logs metrics, hyperparameters, and outputs from Python scripts, enabling developers to compare runs and reproduce results via a command-line interface and Python API.
Best for
Individual developers or small teams seeking a simple, local experiment tracker without heavy infrastructure.
Use cases
- Track hyperparameter sweeps and log results for comparison
- Reproduce previous ML experiments with saved configurations
- Integrate experiment logging into existing Python training scripts
Notes
899 stars on GitHub. Last updated 2025-04-29. Licensed Apache-2.0.
Pros
- Lightweight and easy to set up in local environments
- Works seamlessly with standard Python ML code without vendor lock-in
- Free and open-source with no server required for basic use
Cons
- Smaller community and fewer integrations than established tools like MLflow
- Limited built-in visualization and dashboard capabilities
- Development activity appears slower than competing open-source projects
Key facts
What we have checked
- Latest version
- 0.8.1 (released 11 May 2022)
- GitHub stars
- 907
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 Guild AI is growing
899 to 907
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 0.8.1
Released 0.8.1.dev1
Pairs with
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