Mlops Framework Directories MLOps Tools

There are 16 mlops framework directories tools tracked. 1 score above 70 (verified tier). The highest-rated is kedro-org/kedro at 77/100 with 10,786 stars. 1 of the top 10 are actively maintained.

Get all 16 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mlops&subcategory=mlops-framework-directories&limit=20"

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# Tool Score Tier
1 kedro-org/kedro

Kedro is a toolbox for production-ready data science. It uses software...

77
Verified
2 ramitsurana/awesome-kubernetes

A curated list for awesome kubernetes sources :ship::tada:

58
Established
3 akuity/awesome-argo

A curated list of awesome projects and resources related to Argo (a CNCF...

55
Established
4 redhat-na-ssa/demo-ai-gitops-catalog

A catalog for demos in GitOps on OpenShift

50
Established
5 flyteorg/flyteconsole

The user interface for Flyte

49
Emerging
6 terrytangyuan/awesome-kubeflow

A curated list of awesome projects and resources related to Kubeflow (a CNCF...

45
Emerging
7 awesome-mlops/awesome-ml-pipelines

A curated list of awesome open source tools and commercial products that...

39
Emerging
8 awesome-mlops/awesome-ml-monitoring

A curated list of awesome open source tools and commercial products for...

38
Emerging
9 awesome-mlops/awesome-mlops-kubernetes

A curated list of awesome open source tools and commercial products that...

37
Emerging
10 awesome-mlops/awesome-ml-experiment-management

A curated list of awesome open source tools and commercial products for ML...

36
Emerging
11 awesome-mlops/awesome-ml-serving

A curated list of awesome open source and commercial platforms for serving...

34
Emerging
12 hidatara-ds/evolipia-radar

Engineering Verified Overview of Latest Insights, Priorities, Impact & Analytics

34
Emerging
13 awesome-mlops/awesome-mlops-platforms

A curated list of awesome open source and commercial MLOps platforms 🚀

32
Emerging
14 IBMDeveloperMEA/automate-model-building-with-autoai

This repo contains the assets used for a workshop in the MEA Developer...

24
Experimental
15 bench-ai/Docs

Bench AI Docs!

23
Experimental
16 PerfectThymeTech/azure-ai-ml

Repository to showcase how to implement enterprise ready ML & AI use-cases on Azure.

16
Experimental