MLOps project based template

This page summarizes the projects mentioned and recommended in the original post on reddit.com/r/mlops

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  • MLOps

    MLOps template with examples for Data pipelines, ML workflow management, API development and Monitoring. (by kuutsav)

    Here is the repo https://github.com/kuutsav/MLOps

  • dagster

    An orchestration platform for the development, production, and observation of data assets.

    Data Pipeline - Dagster

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • MLflow

    Open source platform for the machine learning lifecycle

    ML workflow - MLflow

  • fastapi

    FastAPI framework, high performance, easy to learn, fast to code, ready for production

    API Deployment - FastAPI

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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