aws-samples / amazon-sagemaker-ab-testing-pipeline
Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.
☆44Updated 3 years ago
Alternatives and similar repositories for amazon-sagemaker-ab-testing-pipeline:
Users that are interested in amazon-sagemaker-ab-testing-pipeline are comparing it to the libraries listed below
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆60Updated last year
- ☆133Updated last year
- End to end Machine Learning with Amazon SageMaker☆42Updated last year
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆106Updated 2 years ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆137Updated last month
- This repo provides an end-to-end example of using streaming feature aggregation with the Amazon SageMaker Feature Store.☆46Updated 3 years ago
- ☆33Updated last year
- ☆88Updated 2 years ago
- MLOps workshop with Amazon SageMaker☆98Updated last month
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆55Updated 3 years ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆153Updated 4 months ago
- Some crazy experiments☆33Updated 2 months ago
- Build Train and Deploy your own custom container using AWS StepFunctions Data Science SDK☆23Updated 4 years ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆141Updated last week
- ☆222Updated 8 months ago
- A collection of recommended practices to accelerate the building of secure data science environments in regulated environments.☆49Updated 2 years ago
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆71Updated last year
- ☆25Updated last year
- Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many de…☆71Updated 10 months ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆179Updated this week
- Amazon SageMaker Solution for explaining credit decisions.☆97Updated last year
- ☆145Updated 2 years ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated last year
- A curated list of references for Amazon SageMaker☆165Updated last year
- ☆26Updated last year
- Implementations of Amazon SageMaker-compatible custom containers for training.☆25Updated 4 years ago
- A project template for developing BYOD docker images for use in Amazon SageMaker.☆19Updated 5 years ago
- Amazon SageMaker Local Mode Examples☆256Updated this week
- SageMaker specific extensions to TensorFlow.☆54Updated 9 months ago
- Secure data science with Amazon SageMaker Studio workshop. This workshop creates a reference architecture with security and controls to p…☆35Updated 10 months ago