sagemaker 开源项目推荐（1,133 个）

aws /amazon-sagemaker-examples

示例 Jupyter 笔记本，演示如何使用 Amazon SageMaker 构建、训练和部署机器学习模型。

awslabs /gluonts

Probabilistic time series modeling in Python

aws /sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

aws-samples /custom-lens-wa-hub

提供SON文件模板，演示如何使用自定义镜头创建自定义的良好架构评论。

aws-samples /generative-ai-use-cases

包含业务用例的应用实现，用于在业务运营中安全利用生成式 AI

aws-samples /aws-genai-llm-chatbot

一款模块化、全面的解决方案，可在AWS上使用AWS CDK部署Multi-LLM和Multi-RAG支持的聊天机器人（Amazon Bedrock、Anthropic、HuggingFace、OpenAI、Meta、AI 21、Cohere、Mistral）

aws /studio-lab-examples

Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!

awslabs /generative-ai-cdk-constructs

AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

aws /sagemaker-training-toolkit

Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

spotty-cloud /spotty

Training deep learning models on AWS and GCP instances

Kenza-AI /sagify

LLMs and Machine Learning done easily

aws /sagemaker-inference-toolkit

Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

thoughtworks /mlops-platforms

Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...

aws-solutions-library-samples /fraud-detection-using-machine-learning

Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker

aws-samples /aws-ai-ml-workshop-kr

A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.

aws /sagemaker-spark

A Spark library for Amazon SageMaker.

awslabs /Renate

Library for automatic retraining and continual learning

kosty-cloud /kosty

One-command AWS audit: find cost waste, detect security gaps, audit GenAI (Bedrock/SageMaker), and map your attack surface across 30+ services.

aws /sagemaker-tensorflow-training-toolkit

Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https://github.com/aws/deep-learning-containers.

aws-samples /amazon-sagemaker-local-mode

亚马逊SageMaker本地模式示例