Python model-management

Open-source Python projects categorized as model-management

Top 3 Python model-management Projects

  • MLflow

    Open source platform for the machine learning lifecycle

    Project mention: MLflow experiments grouping/naming conventions | reddit.com/r/mlops | 2023-03-08

    Hi, we are considering using MLflow for experiment tracking in my company and bunch of us have been looking into this tool and we do like it. There is only one thing I am unsure about and that is experiment grouping or some kind of separating experiments into different folders. I think this FR describes exactly what we would like https://github.com/mlflow/mlflow/issues/4595.

  • metaflow

    :rocket: Build and manage real-life data science projects with ease!

    Project mention: Selfhosted chatGPT with local contente | reddit.com/r/selfhosted | 2023-02-24

    even for people who don't have an ML background there's now a lot of very fully-featured model deployment environments that allow self-hosting (kubeflow has a good self-hosting option, as do mlflow and metaflow), handle most of the complicated stuff involved in just deploying an individual model, and work pretty well off the shelf.

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • BentoML

    Unified Model Serving Framework 🍱

    Project mention: Ask HN: Who is hiring? (November 2022) | news.ycombinator.com | 2022-11-01
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 2023-03-08.

Python model-management related posts

Index

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

Project Stars
1 MLflow 13,865
2 metaflow 6,501
3 BentoML 4,661
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