Machine learning operations and large language model operations are the focus of Starwhale’s platform.
Open source
24 alternativesComet
This repository contains machine learning code examples that use Comet.ml.
About Comet
This GitHub repository contains machine learning code examples that show how to use Comet.ml, a platform for experiment tracking. According to the repository's homepage, Comet records datasets, code changes, experiment history, and production models. The examples cover many Python libraries, including fastai, PyTorch, scikit-learn, Keras, and TensorFlow, as well as plain Python and Jupyter notebooks. The repository also includes examples for Opik, Comet's separate open-source LLM observability and evaluation platform.
The repository holds examples, not the Comet platform itself. Comet's Python SDK is stated to be compatible with Python 3.5 to 3.13. Full documentation and additional training examples are hosted on separate Comet documentation pages. Pricing is not stated in the source.
Key features
- Code examples for Comet use with fastai, PyTorch, scikit-learn, Keras, and TensorFlow
- Opik examples for LLM tracing and offline evaluation in a dedicated folder
- Integration examples grouped by ML task, such as model training and evaluation
- Standalone how-to guides, custom panel examples, and general notebooks
- Starter template for contributing new integration examples
- Comet Python SDK installable with pip install comet_ml
Best for: Machine learning practitioners who want to see how to add Comet experiment tracking to a specific Python framework or task.
Good for
- Examples are grouped by framework and ML task, which helps readers find a relevant starting point.
- A starter template and contribution guidelines are provided for adding new examples.
Watch out for
- The Comet Python SDK is stated to be compatible with Python 3.5 to 3.13 only.
- Full documentation and additional training examples are hosted outside this repository.
Comet at a glance
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Open source
- Not stated
- Language
- English
- Good for
- Developers
- Last checked
- Oct 6, 2026 · Online when checked
- Listed
- Oct 5, 2026
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Comet FAQ
Which Python versions does the Comet Python SDK support?
The repository states that the Comet Python SDK is compatible with Python 3.5 to 3.13.
How do I install the Comet Python SDK?
The repository gives the installation command pip install comet_ml.
Where are the LLM and AI agent examples?
They are in the opik/ folder of this repository and in the separate opik-examples repository.
Is something wrong or out of date?
Tell us and an editor will check it.
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