Popular GitHub Repositories for Cml

?? CML - Continuous Machine Learning | CI/CD for ML

? MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.

?? Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes

A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.

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 Engineering Final Project @ Insper

A simple yet complete guide to MLOps tools and practices - from a conventional way to a modern approach of working with ML projects.

AI for Network Troubleshooting: A Proof of Concept with OpenAI and Langchain

DocGenius AI - Generative AI Chatbot for your Documents

AIOps-project-DVC-NLP-usecase

Federated Learning (FL) system for network intrusion detection using XGBoost. A privacy-preserving federated learning framework using Flower, PyTorch, and Hydra, with CI/CD automation for seamless ML deployment.

A/B testing with Machine Learning

Auto Github ECR push, CML to trigger EC2 spot, DVC Repro S3 storage using github actions, Deploy using Gradio to hugging face spaces - The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs

Contains solutoins for assignments and learning notes from Extensive Machine Learning Operations course of The School of AI

ABtesting for a smart AD

Experiment Tracking & Hyperparameter Optimization assignment-07 from The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs