docs(mlflow): write about MLflow
This commit is contained in:
12
README.md
12
README.md
@@ -40,6 +40,7 @@ A remotely accessible Kubernetes home lab with OIDC authentication. Build a mode
|
||||
### Data & Analytics (Optional)
|
||||
|
||||
- **[JupyterHub](https://jupyter.org/hub)**: Interactive computing with collaborative notebooks
|
||||
- **[MLflow](https://mlflow.org/)**: Machine learning lifecycle management with experiment tracking and model registry
|
||||
- **[Trino](https://trino.io/)**: Distributed SQL query engine for querying multiple data sources
|
||||
- **[Querybook](https://www.querybook.org/)**: Big data querying UI with notebook interface
|
||||
- **[ClickHouse](https://clickhouse.com/)**: High-performance columnar analytics database
|
||||
@@ -170,6 +171,16 @@ Multi-user platform for interactive computing:
|
||||
|
||||
[📖 See JupyterHub Documentation](./jupyterhub/README.md)
|
||||
|
||||
### MLflow
|
||||
|
||||
Machine learning lifecycle management platform:
|
||||
|
||||
- **Experiment Tracking**: Log parameters, metrics, and artifacts for ML experiments
|
||||
- **Model Registry**: Version and manage ML models with deployment lifecycle
|
||||
- **Keycloak Authentication**: OAuth2 integration with group-based access control
|
||||
|
||||
[📖 See MLflow Documentation](./mlflow/README.md)
|
||||
|
||||
### Apache Superset
|
||||
|
||||
Modern business intelligence platform:
|
||||
@@ -376,6 +387,7 @@ kubectl --context yourpc-oidc get nodes
|
||||
# Metabase: https://metabase.yourdomain.com
|
||||
# Airflow: https://airflow.yourdomain.com
|
||||
# JupyterHub: https://jupyter.yourdomain.com
|
||||
# MLflow: https://mlflow.yourdomain.com
|
||||
```
|
||||
|
||||
## Customization
|
||||
|
||||
Reference in New Issue
Block a user