mlops-workflow topic
dvc-gitactions
Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the...
mlops-template
🍪 Cookiecutter template for MLOps Project. Based on: https://mlops-guide.github.io/
MLOps_wsPycon2023
MLOps Workshop using Weights and Bias (Wandb) and Github Actions.
practical-mlops-book-extended
Practical MLOps O'Reilly Book - Personal Extended Version
OpenHealth
This repository houses machine learning models and pipelines for predicting various diseases, coupled with an integration with a Large Language Model for Diet and Food Recommendation. Each disease pre...
guidance-for-machine-learning-inference-on-aws
This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It addresses the basic implementation requirements as well as ways...
argo-volcano-executor-plugin
An argo plugin for executing Volcano Job
CICD-for-Machine-Learning
A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.
MLOps-Recommendation
End to end machine leanring project: This repository serves as a simplified guide to help you grasp the fundamentals of MLOps.