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Projects in Awesome Lists tagged with ml-deployment

A curated list of projects in awesome lists tagged with ml-deployment .

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https://github.com/cceyda/torchserve-dashboard

Management Dashboard for Torchserve

ml-deployment pytorch streamlit torchserve

Last synced: 10 Jan 2025

https://github.com/jesussantana/deeplearning.ai-introduction-to-machine-learning-in-production

In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the process for developing, deploying, and continuously improving a productionized ML application.

machine-learning ml-deployment ml-engineering ml-lifecycle mlops

Last synced: 12 Nov 2024

https://github.com/schmidtbri/ml-base

Base classes and utilities that are useful for deploying ML models.

ml-deployment mlops

Last synced: 15 Nov 2024

https://github.com/blacksujit/ml-deploy-lite

ml-deploy-lite is a Python library designed to simplify the deployment of machine learning models. It allows developers to quickly turn their models into REST APIs or gRPC services with minimal configuration. The library integrates seamlessly with Docker and Kubernetes, providing built-in monitoring and logging for performance and error tracking.

deployement-strategy docker kubernesties-deployement kubernetes-deployment ml-deployment ml-deployment-developers-experiment ml-if-git mlops my-library own-library python-3 python-lambda python-library

Last synced: 22 Dec 2024

https://github.com/murilo-cunha/mlops-and-deployment

Slides for ML deployment and MLOps

lecture-slides ml ml-deployment mlops slides slidev

Last synced: 15 Dec 2024