Sagemaker Ml Platforms MLOps Tools

There are 39 sagemaker ml platforms tools tracked. 3 score above 50 (established tier). The highest-rated is aws-controllers-k8s/sagemaker-controller at 55/100 with 52 stars.

Get all 39 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	aws-controllers-k8s/sagemaker-controller ACK service controller for Amazon SageMaker	55	Established	52	Python
2	SuperCowPowers/workbench Workbench: An easy to use Python API for creating and deploying AWS SageMaker Models	54	Established	50	Python
3	aws/aws-step-functions-data-science-sdk-python Step Functions Data Science SDK for building machine learning (ML) workflows...	51	Established	295	Python
4	aws-samples/amazon-sagemaker-mlops-workshop MLOps workshop with Amazon SageMaker	45	Emerging	112	Jupyter Notebook
5	aws/sagemaker-sparkml-serving-container This code is used to build & run a Docker container for performing...	44	Emerging	52	Java
6	terraform-ibm-modules/terraform-ibm-watsonx-ai Terraform module to create and configure watsonx.ai Project	43	Emerging	2	HCL
7	aws-samples/amazon-sagemaker-ab-testing-pipeline Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine...	43	Emerging	45	Python
8	iterative/terraform-provider-iterative ☁️ Terraform plugin for machine learning workloads: spot instance recovery &...	41	Emerging	295	Go
9	aws-samples/sm-data-wrangler-mlops-workflows Integrate SageMaker Data Wrangler into your MLOps workflows with Amazon...	38	Emerging	18	Jupyter Notebook
10	aws-samples/amazon-sagemaker-pipeline-deploy-manage-100x-models-python-cdk This GitHub repository showcases the implementation of a comprehensive...	37	Emerging	9	Python
11	nimbo-sh/nimbo Run compute jobs on AWS as if you were running them locally.	37	Emerging	124	Python
12	stelsemeyer/aws-lambda-model-tf A serverless, containerized machine learning model API using AWS Lambda &...	37	Emerging	6	HCL
13	aws-samples/amazon-sagemaker-mlops-byoc-using-codepipeline-aws-cdk Sample solution to build a deployment pipeline for Amazon SageMaker.	36	Emerging	13	TypeScript
14	xtreamsrl/amld22-mlops-on-aws Resources for the AMLD 2022 workshop "DevOps on AWS"	36	Emerging	7	Jupyter Notebook
15	aws-samples/reinvent2021-aim408-high-performance-cost-effective-model-deployment-amazon-sagemaker This repo contains demo code for reInvent2021 session AIM408 Achieve high...	35	Emerging	10	Jupyter Notebook
16	oriolrius/sagemaker-unified-studio-demo Educational ML project demonstrating machine overheat prediction using AWS...	34	Emerging	1	Jupyter Notebook
17	haythemtellili/amazon-sagemaker-cicd CI/CD pipeline with Amazon SageMaker and Github actions	34	Emerging	24	Python
18	HsiehShuJeng/cdk-comprehend-s3olap This construct creates the foundation for developers to explore the...	27	Experimental	2	TypeScript
19	aws-samples/prediction-app-with-amazon-redshift-ml-and-api-gateway A sample on how to create a machine learning prediction API based on data in...	26	Experimental	3	TypeScript
20	nerdimite/bert-deployment-aws Code for the FullStack AI Live Coding Series- Part 3 (CellStrat AI Lab)	22	Experimental	1	Jupyter Notebook
21	kogunlowo123/terraform-azure-ai-studio Terraform module for Azure AI Studio with hub workspaces, projects, model...	22	Experimental	—	HCL
22	kogunlowo123/terraform-aws-sagemaker-mlops Terraform module for AWS SageMaker MLOps with model registry, pipelines,...	22	Experimental	—	HCL
23	scttfrdmn/aws-marimo-sagemaker Run marimo reactive Python notebooks on AWS SageMaker Studio and Studio Lab...	22	Experimental	—	Shell
24	AngelDHackerman/AWS_Community_Builder_Modular_Lab Cloud, Data Engineering and Machine Learning scenarios on AWS built with...	22	Experimental	—	HCL
25	kogunlowo123/terraform-gcp-vertex-ai-platform GCP Vertex AI Terraform module with Feature Store, Endpoints, Workbench, and...	22	Experimental	—	HCL
26	mathewsrc/Operationalizing-an-AWS-ML-Project This project SageMaker features to adjust, improve, configure, and prepare...	21	Experimental	7	Jupyter Notebook
27	scttfrdmn/aws-marimo Run marimo reactive Python notebooks on AWS SageMaker Studio and Studio Lab	19	Experimental	—	Shell
28	Devalent/aws-realtime-predictions An end-to-end example of a serverless machine learning pipeline for...	19	Experimental	3	TypeScript
29	251911748995/AWS-1ST-PROJECT ☁️ Build a scalable and secure cloud infrastructure on AWS with features...	14	Experimental	—	—
30	stojce/model-farm-orchestrator A comprehensive MLOps platform that automates the deployment, monitoring,...	14	Experimental	—	HCL
31	kamomehettapi/terraform-clip-retrieval End-to-end solution for generating CLIP indices	14	Experimental	1	HCL
32	Develop-Packt/Introduction-to-Data-Storage-on-Cloud-Services-AWS Here you will cover the pros and cons of various cloud data storage...	13	Experimental	—	Jupyter Notebook
33	kyopark2014/lambda-with-ML-container It shows how to deploy ML inference API based on XGBoost using AWS CDK in...	12	Experimental	6	JavaScript
34	kyopark2014/iot-with-ML-container It shows how to deploy ML inference component based on XGBoost using IoT...	12	Experimental	5	TypeScript
35	MusW02/Serverless-Mnist-AI ☁️ A serverless deep learning API for handwritten digit recognition....	12	Experimental	—	CSS
36	InquestGeronimo/horizon-takeoff Automating the deployment of the Takeoff Server on AWS for LLMs	11	Experimental	—	Python
37	AlexIoannides/terraform-aws-dev-workstation Terraform module for creating GPU enabled remote development workstations on AWS	11	Experimental	—	HCL
38	ashish-code/awscloud-ai-sandbox Sandbox for end-to-end ML system experiments on AWS: SageMaker, Lambda, App...	11	Experimental	—	—
39	jlewitt1/runhouse-sagemaker Run code effortlessly on SageMaker with Runhouse	11	Experimental	3	Python