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  • Ivan Shcheklein

    Ivan Shcheklein

    Dev tools for ML
    66 points
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    Ivan Shcheklein
    The DVC extension for VS Code converts your favorite IDE into a one-stop shop for all your ML tasks. Run and track experiments, visualize and compare experiments to discover the best models, and manage reproducible pipelines — all from the comfort of your IDE.
    DVC Extension for VS Code
    Track machine learning experiments right in your IDE
    Ivan Shcheklein
    CML, a new open-source project. It augments GitHub Actions & GitLab CI by ML specific functionality:
    - generate metrics changes and visual reports
    - transfers data to the CI runner
    - helps to provision CPU/GPU cloud instances (EC2, Azure, GCP, Ali)
    CML - CI/CD for Machine Learning
    CML - CI/CD for Machine Learning
    Use GitHub Actions & GitLab CI for Machine Learning
    Ivan Shcheklein

    Data Version Control is an open source tool to manage your code and data together.

    One of the biggest challenges in reusing, and hence the managing of ML projects, it its reproducibility.

    To address the reproducibility we have build Data Version Control or the DVC tool.

    Data Version Control. Beta release.
    Data Version Control. Beta release.
    Git extension for data scientists: orchestrate code and data