aws-samples / aws-lambda-docker-serverless-inferenceLinks
Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.
☆100Updated 10 months ago
Alternatives and similar repositories for aws-lambda-docker-serverless-inference
Users that are interested in aws-lambda-docker-serverless-inference are comparing it to the libraries listed below
Sorting:
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆56Updated 3 years ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆44Updated 3 years ago
- Learn Amazon SageMaker☆105Updated 2 years ago
- Compilation of examples of SageMaker inference options and other features.☆68Updated last month
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆72Updated last year
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆137Updated 2 months ago
- ☆134Updated last year
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆106Updated 2 years ago
- ☆96Updated 3 years ago
- Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://gith…☆203Updated 3 months ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆154Updated 5 months ago
- MLOps workshop with Amazon SageMaker☆100Updated 2 months ago
- This repo provides an end-to-end example of using streaming feature aggregation with the Amazon SageMaker Feature Store.☆46Updated 3 years ago
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆60Updated last year
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆143Updated last month
- ☆145Updated 2 years ago
- SageMaker custom deployments made easy☆62Updated 2 months ago
- Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at h…☆142Updated 7 months ago
- This repository provides AI/ML service(MachineLearning model serving) modernization solution using Amazon SageMaker, AWS CDK, and AWS Ser…☆47Updated 9 months ago
- A curated list of references for Amazon SageMaker☆169Updated last year
- ☆88Updated 2 years ago
- Post-process Amazon Textract results with Hugging Face transformer models for document understanding☆96Updated 5 months ago
- ☆224Updated 9 months ago
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆172Updated last year
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated last year
- Over 60 example task UIs for Amazon Augmented AI (A2I)☆99Updated 4 years ago
- ☆37Updated last week
- ☆33Updated last year
- Hosting code-server on Amazon SageMaker☆54Updated last year
- Amazon SageMaker Managed Spot Training Examples☆51Updated 11 months ago