As machine learning models become an integral part of software systems, the need for reliable testing and validation has never been more critical. Yet, many of us still rely on manual checks, which can be time-consuming and error-prone.
This is where Mlxd, our open-source CLI tool, comes in.
What Does Mlxd Do?
Mlxd is designed to streamline your ML workflows by:
Automating Model Validation: Set thresholds for metrics like accuracy, precision, and latency.
Saving Time: Run checks automatically on every code commit, no manual intervention needed.
Integration-Ready: Works seamlessly with CI/CD tools (GitHub Actions, GitLab CI, Jenkins).
Why Mlxd?
- Avoid deploying broken or degraded models.
- Gain confidence in your ML deployments with consistent testing.
- Start small with easy configuration and scale as needed.
How to Use It:
Install Mlxd from npm:
CODE
`npm i @codnx/cli`
Define your thresholds in config.yaml and integrate with your CI/CD pipeline.
Feedback and contributions are welcome! Check it out npm
Contact Us : [email protected]
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