Batch-Serving-ML-Pipeline

Workflow Engine for Kubernetes

? Data Versioning and ML Experiments

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, and modular.

Aim ? — An easy-to-use & supercharged open-source experiment tracker.

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

Serverless batch computing made simple.

Quilt is a data mesh for connecting people with actionable data

A microservices-based Streaming and Batch data processing in Cloud Foundry and Kubernetes

Distributed Stream and Batch Processing

Visualise your Kedro data and machine-learning pipelines and track your experiments.