Python model-management

Open-source Python projects categorized as model-management
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Python model-management Projects

model-management

  1. MLflow

    Open source platform for the machine learning lifecycle

    Project mention: Future AI Deployment: Automating Full Lifecycle Management with Rollback Strategies and Cloud Migration | dev.to | 2025-03-15

    AI Model Lifecycle Management:MLflow Documentation

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo

  3. metaflow

    Build, Manage and Deploy AI/ML Systems

    Project mention: Show HN: Flow – A Dynamic Task Engine for AI Agents Without DAG | news.ycombinator.com | 2024-12-02

    Interesting! I feel like this is a cross between https://github.com/dagworks-inc/burr (switch state for context) and https://github.com/Netflix/metaflow because the output of the "task" declares its next hop...

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).

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Python model-management related posts

  • modeldb VS cascade - a user suggested alternative

    2 projects | 12 Dec 2023

  • project ideas/advice for entry-level grad jobs?

    1 project | /r/MLQuestions | 13 Jun 2023

  • Two high schoolers trying to use Azure/GCP/AWS- need help!

    1 project | /r/googlecloud | 11 May 2023

  • Selfhosted chatGPT with local contente

    3 projects | /r/selfhosted | 24 Feb 2023

  • Model artifacts mess and how to deal with it?

    2 projects | /r/mlops | 19 Aug 2022

  • Going to Production with Github Actions, Metaflow and AWS SageMaker

    3 projects | dev.to | 13 Aug 2022

  • Congratulations on v1.0, BentoML 🍱 ! You are r/mlops OSS of the month!

    1 project | /r/mlops | 31 Jul 2022
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 15 May 2025
    InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now. Learn more →

Index

# Project Stars
1 MLflow 20,461
2 metaflow 8,808

Sponsored
InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com

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