Stars
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data…
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable,…
Example task UIs for Amazon SageMaker Ground Truth
This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection
MLOps example using Amazon SageMaker Pipeline and GitHub Actions
MLOps workshop with Amazon SageMaker
Scale complete ML development with Amazon SageMaker Studio
Hands-on demonstrations for data scientists exploring Amazon SageMaker
Managing your machine learning lifecycle with MLflow and Amazon SageMaker
A curated list of references for Amazon SageMaker
Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events
Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)
Amazon SageMaker Local Mode Examples
Repository for training and deploying Generative AI models, including text-text, text-to-image generation and prompt engineering playground using SageMaker Studio.
Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.
A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations
Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker
Independent technology for modern publishing, memberships, subscriptions and newsletters.
Dependency injection framework for Python
🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning
React-based web application that enables users to visualize both property graph and RDF data and explore connections between data without having to write graph queries.
SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2…