Open Source
automl-gs
Provide an input CSV and a target field to predict, generate a model + code to run it.
Our verdict
We have not reviewed automl-gs 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 automl-gs
automl-gs is an open-source Python tool that takes a CSV file and a target field, then automatically generates a machine learning model and the code to run it. It uses genetic search to explore model architectures and hyperparameters, producing a ready-to-use script without manual tuning.
Best for
Data scientists and developers who want a quick, code-generating AutoML baseline for tabular data.
Use cases
- Quickly prototype a model from a CSV dataset for classification or regression
- Generate baseline code for a predictive model to refine further
- Automate model selection and hyperparameter search for small to medium datasets
Notes
1,866 stars on GitHub. Last updated 2019-10-22. Licensed MIT.
Pros
- Produces executable Python code, not just a black-box model
- Simple input format (CSV + target field) lowers the barrier to entry
- Genetic algorithm approach can discover non-obvious model configurations
Cons
- Genetic search can be computationally expensive for large datasets
- Limited to tabular data from CSV inputs
- Community project with 1,866 stars, not actively maintained by a large team
Key facts
What we have checked
- Latest version
- 0.2.1 (released 5 Apr 2019)
- Days since the last commit
- 2,572
- GitHub forks
- 178
- GitHub stars
- 1,867
- Days to a first reply on issues
- 2115.1
- Open issues
- 25
- Releases in the last 90 days
- 0
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 automl-gs is growing
1,866 to 1,867
Health and security
Is automl-gs looked after, and what do its setup files show
Health score
0 out of 100
| Part | Points | What we saw |
|---|---|---|
| Recent activity | 0 of 30 | Last push 2,572 days ago |
| Releases | 0 of 15 | 0 releases in 90 days |
| Issue replies | 0 of 20 | First reply in 2115.1 days (median) |
| Maintainer | 0 of 15 | Owned by a single user |
| Official source | Not counted | MCP servers only |
Sources
Where this comes from
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 0.2.1
Released 0.2
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
Get the free Developer’s Field Guide
A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.
Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.