aganse / docker_mlflow_db
A ready-to-run Docker container setup to quickly provide MLflow as a service, with PostgreSQL, AWS S3, and NGINX
☆32Updated last year
Alternatives and similar repositories for docker_mlflow_db:
Users that are interested in docker_mlflow_db are comparing it to the libraries listed below
- Deploy MLflow with HTTP basic authentication using Docker☆102Updated last year
- Get your MLOps (Level 1) platform started and going fast.☆121Updated 2 years ago
- a docker image of the MLflow server component☆36Updated last week
- Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3☆252Updated 10 months ago
- MLflow deployment with 1 command☆183Updated this week
- ☆158Updated 7 months ago
- Using MLflow with a Docker Environment☆18Updated 4 years ago
- Basic and advanced MLflow examples for many ML flavors☆220Updated 8 months ago
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆119Updated last year
- MLflow Tracking Server with basic auth deployed in AWS App Runner.☆34Updated last year
- Working example for serving a ML model using FastAPI and Celery☆75Updated 3 years ago
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆210Updated last week
- Kafka variant of the MLOps Level 1 stack☆24Updated 2 years ago
- The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.☆52Updated 2 years ago
- ☆38Updated 2 years ago
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …☆37Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- Dvc + Streamlit = ❤️☆40Updated last year
- 📈 Log and track ML metrics, parameters, models with Git and/or DVC☆171Updated this week
- Get started DVC project (NLP, random forest)☆179Updated 9 months ago
- Example repo to kickstart integration with mlflow pipelines.☆76Updated 2 years ago
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆102Updated 3 years ago
- ∞ Priceloop Engineering Conventions for Scala, Python, Git Workflow etc☆101Updated 2 years ago
- Export and import MLflow experiments, runs or registered models☆81Updated 2 years ago
- PostgreSQL offline and online stores for Feast☆32Updated 2 years ago
- MLFLow Tracking Server based on Docker and AWS S3☆70Updated 6 months ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆206Updated 5 months ago
- ☆41Updated 4 years ago
- A workshop with several modules to help learn Feast, an open-source feature store☆87Updated 2 months ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 years ago