mlops topic

Learn how to design, develop, deploy and iterate on production-grade ML applications.

GokuMohandas

Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo

terrytangyuan

Collective Mind (CM) is a small, modular, cross-platform and decentralized workflow automation framework with a human-friendly interface and reusable automation recipes to make it easier to build, run...

mlcommons

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

flyteorg

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

SeldonIO

ModelFox makes it easy to train, deploy, and monitor machine learning models.

modelfoxdotdev

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

allegroai

nannyml: post-deployment data science in python

NannyML

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

polyaxon

The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

ploomber