aws-samples / amazon-sagemaker-drift-detection
This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection
☆60Updated last year
Alternatives and similar repositories for amazon-sagemaker-drift-detection:
Users that are interested in amazon-sagemaker-drift-detection are comparing it to the libraries listed below
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆44Updated 3 years ago
- ☆133Updated 11 months ago
- MLOps workshop with Amazon SageMaker☆98Updated 3 weeks 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…☆71Updated 10 months ago
- End to end Machine Learning with Amazon SageMaker☆42Updated last year
- Compilation of examples of SageMaker inference options and other features.☆68Updated 3 weeks ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆106Updated 2 years ago
- This repo provides an end-to-end example of using streaming feature aggregation with the Amazon SageMaker Feature Store.☆46Updated 3 years ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆140Updated 2 weeks ago
- Amazon SageMaker Solution for explaining credit decisions.☆96Updated last year
- ☆222Updated 8 months ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆153Updated 4 months ago
- ☆33Updated last year
- ☆145Updated 2 years ago
- ☆95Updated 3 years ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆136Updated last month
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆55Updated 3 years ago
- ☆88Updated 2 years ago
- ☆25Updated last year
- Learn Amazon SageMaker☆105Updated 2 years ago
- Secure data science with Amazon SageMaker Studio workshop. This workshop creates a reference architecture with security and controls to p…☆35Updated 9 months ago
- ☆26Updated 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
- Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.☆70Updated 3 weeks ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆77Updated 11 months ago
- Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.☆100Updated 8 months ago
- A collection of recommended practices to accelerate the building of secure data science environments in regulated environments.☆49Updated 2 years ago
- A curated list of references for Amazon SageMaker☆166Updated last year
- Use natural language to Generate Amazon Athena SQL queries to fetch data.☆74Updated 5 months ago
- Amazon SageMaker Local Mode Examples☆255Updated this week