Popular GitHub Repositories for Ml Pipeline

An open-source ML pipeline development platform

Репозиторий направления Production ML, весна 2021

The Anonymous Synthesizer for Health Data

A package of utilities for engineering ML pipelines.

This project is part of the Udacity Azure ML Nanodegree. In this project, we use Azure to configure a cloud-based machine learning production model, deploy it, and consume it. We also create, publish, and consume a pipeline.

? A demo about versioning data and tracking ML experiments using DVC and Mlflow respectively.

Showcase of MLflow capabilities

Multi Cloud Model Management System for Machine Learning

Sample Airflow ML Pipelines

A cloud-based deployment and scaling for ML services (Docker, k8s, AWS S3/Lambda, Flask, GitHub Actions)