dmatrix / ray-core-tutorial
Introduction to Ray Core Design Patterns and APIs.
☆61Updated 10 months ago
Related projects ⓘ
Alternatives and complementary repositories for ray-core-tutorial
- Serverless Python with Ray☆52Updated 2 years ago
- Scaling Python Machine Learning☆44Updated last year
- An abstraction layer for parameter tuning☆36Updated 2 months ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 2 years ago
- A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloud☆138Updated 2 weeks ago
- Projects developed by Domino's R&D team☆76Updated 2 years ago
- Tutorials for Fugue - A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark and Dask withou…☆111Updated 7 months ago
- Notebooks for the O'Reilly book "Learning Ray"☆262Updated 6 months ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 3 years ago
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆61Updated 3 years ago
- IbisML is a library for building scalable ML pipelines using Ibis.☆95Updated last month
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆39Updated last year
- Supporting content (slides and exercises) for the Pearson video series covering best practices for developing scalable applications with …☆48Updated 2 years ago
- The project completed for MLops Engineering Lab #1 by Team #1. See our wiki for more info☆16Updated 3 years ago
- ☆27Updated last year
- A work-in-progress book on Dask☆12Updated last year
- A software engineering framework to jump start your machine learning projects☆36Updated 5 months ago
- FIL backend for the Triton Inference Server☆72Updated this week
- Learn how to create reliable ML systems by testing code, data and models.☆83Updated 2 years ago
- Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily de…☆16Updated last year
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆53Updated 2 months ago
- An example MLFlow project☆48Updated 2 years ago
- Unified Distributed Execution☆51Updated last month
- MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering☆39Updated last week
- Plugins, extensions, case studies, articles, and video tutorials for Kedro☆63Updated last month
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆64Updated 6 months ago
- Ray - A curated list of resources: https://github.com/ray-project/ray☆42Updated last year
- Demo on how to use Prefect with Docker☆26Updated 2 years ago
- real-time data + ML pipeline☆54Updated this week
- A series of workshop modules introducing Feast feature store.☆19Updated 2 years ago