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Top 3 Python model-management Projects
Open source platform for the machine learning lifecycleProject 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.
: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.
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.
Unified Model Serving Framework 🍱Project mention: Ask HN: Who is hiring? (November 2022) | news.ycombinator.com | 2022-11-01
Python model-management related posts
Selfhosted chatGPT with local contente
3 projects | reddit.com/r/selfhosted | 24 Feb 2023
Model artifacts mess and how to deal with it?
2 projects | reddit.com/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 | reddit.com/r/mlops | 31 Jul 2022
Show HN: Truss – serve any ML model, anywhere, without boilerplate code
2 projects | news.ycombinator.com | 29 Jul 2022
Small to Reasonable Scale MLOps - An Approach to Effective and Scalable MLOps when you're not a Giant like Google
5 projects | dev.to | 28 Jul 2022
Show HN: BentoML goes 1.0 – A faster way to ship your models to production
1 project | news.ycombinator.com | 13 Jul 2022
A note from our sponsor - Sonar
www.sonarsource.com | 23 Mar 2023
What are some of the best open-source model-management projects in Python? This list will help you: