ritchie46 / sagemaker-custom-model
Deploy your pretrained model on AWS SageMaker
☆36Updated 6 years ago
Alternatives and similar repositories for sagemaker-custom-model:
Users that are interested in sagemaker-custom-model are comparing it to the libraries listed below
- SageMaker custom deployments made easy☆58Updated last year
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆149Updated last month
- ☆131Updated 8 months ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 2 years ago
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆58Updated last year
- ☆145Updated 2 years ago
- Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.☆97Updated 6 months ago
- ☆222Updated 5 months ago
- Amazon SageMaker Local Mode Examples☆251Updated 5 months ago
- Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://gith…☆201Updated last year
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆149Updated 2 months ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆306Updated last year
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆43Updated 3 years ago
- Example custom model image trainable and distributable via AWS SageMaker☆36Updated last year
- ☆93Updated 3 years ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated last year
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆175Updated last month
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆135Updated last month
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆171Updated last year
- MLOps workshop with Amazon SageMaker☆97Updated 4 months ago
- Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many de…☆69Updated 7 months ago
- A serverless framework for continuous machine learning pipeline automation☆14Updated 4 years ago
- Learn Amazon SageMaker☆104Updated 2 years ago
- Compilation of examples of SageMaker inference options and other features.☆67Updated 2 weeks ago
- This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airf…☆136Updated 3 years ago
- This repository aims to develop a step-by-step tutorial on how to build a Kubeflow Pipeline from scratch in your local machine.☆42Updated last year
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆142Updated last year
- Scale complete ML development with Amazon SageMaker Studio☆150Updated 2 months ago
- SageMaker specific extensions to TensorFlow.☆54Updated 6 months ago
- Docker images that replicate the Amazon SageMaker Notebook instance.☆58Updated 3 years ago