self-hosted MLflow based on postgres with minio
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Updated
Apr 9, 2024 - Dockerfile
self-hosted MLflow based on postgres with minio
Host MLFlow Tracking Server and Model Registry as a containerized application on Kubernetes
MLflow tracking server with S3 compatible storage
This is the example to deploy mlflow tacking server. This repo can deploy mlflow-tracking server to docker-compose environment or k8s environment.
Cookbook for Dockerized MLOps
Custom Docker Image für Mlflow. This Image is also used in the mlops-airflow-on-eks project.
MLflow setup with Kubernetes ⎈
Deploy Mlflow with remote tracking server, backend and artifact stores on local machine
Docker, Kubernetes, Minikube, MLFlow, KuberFlow, Model serving, CI/CD, Monitoring ,...
MLFlow environment deployed with docker-compose, PostgreSQL as backend store and MinIO as S3 proxied artifact storage.
Vous trouverez dans ce dépôt, tous les éléments nécessaires pour démarrer un serveur MLflow dans un codespace (Dev Container).
Simple MLflow container with extended package management and functionality (based on the orfficial MLflow container).
docker container for mlflow
MLflow Docker image
Ansible playbook for MLflow
Add a description, image, and links to the mlflow topic page so that developers can more easily learn about it.
To associate your repository with the mlflow topic, visit your repo's landing page and select "manage topics."