Python mlops-workflow

Open-source Python projects categorized as mlops-workflow
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Topics: Mlops Machine Learning Python Docker AWS
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Top 3 Python mlops-workflow Projects

  • mlrun

    MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

  • loopquest

    A Production Tool for Embodied AI

    • Project mention: LoopQuest: A Production Tool for Embodied AI | news.ycombinator.com | 2023-10-11

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • Media-Recommendation-Engine

    A Recommendation Engine API that can be used to recommend movies, music, games, manga, anime, comics, tv shows and books. Deployed using an AWS EC2 instance.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-10-11.

Index

What are some of the best open-source mlops-workflow projects in Python? This list will help you:

Project Stars
1 mlrun 1,287
2 loopquest 26
3 Media-Recommendation-Engine 12

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