Sagemaker Ml Platforms MLOps Tools

There are 13 sagemaker ml platforms tools tracked. 2 score above 50 (established tier). The highest-rated is SuperCowPowers/workbench at 59/100 with 50 stars and 5,838 monthly downloads.

Get all 13 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	SuperCowPowers/workbench Workbench: An easy to use Python API for creating and deploying AWS SageMaker Models	59	Established	50	Python
2	aws-controllers-k8s/sagemaker-controller ACK service controller for Amazon SageMaker	51	Established	52	Python
3	aws/aws-step-functions-data-science-sdk-python Step Functions Data Science SDK for building machine learning (ML) workflows...	44	Emerging	295	Python
4	aws-samples/amazon-sagemaker-mlops-workshop MLOps workshop with Amazon SageMaker	38	Emerging	112	Jupyter Notebook
5	aws/sagemaker-sparkml-serving-container This code is used to build & run a Docker container for performing...	37	Emerging	52	Java
6	aws-samples/amazon-sagemaker-ab-testing-pipeline Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine...	36	Emerging	45	Python
7	iterative/terraform-provider-iterative ☁️ Terraform plugin for machine learning workloads: spot instance recovery &...	34	Emerging	295	Go
8	aws-samples/sm-data-wrangler-mlops-workflows Integrate SageMaker Data Wrangler into your MLOps workflows with Amazon...	31	Emerging	18	Jupyter Notebook
9	aws-samples/amazon-sagemaker-pipeline-deploy-manage-100x-models-python-cdk This GitHub repository showcases the implementation of a comprehensive...	30	Emerging	9	Python
10	nimbo-sh/nimbo Run compute jobs on AWS as if you were running them locally.	30	Emerging	124	Python
11	aws-samples/amazon-sagemaker-mlops-byoc-using-codepipeline-aws-cdk Sample solution to build a deployment pipeline for Amazon SageMaker.	29	Experimental	13	TypeScript
12	aws-samples/reinvent2021-aim408-high-performance-cost-effective-model-deployment-amazon-sagemaker This repo contains demo code for reInvent2021 session AIM408 Achieve high...	28	Experimental	10	Jupyter Notebook
13	haythemtellili/amazon-sagemaker-cicd CI/CD pipeline with Amazon SageMaker and Github actions	27	Experimental	24	Python