Guides

Step-by-step instructions for common OpenSTEF tasks.

Forecasting

Build and run forecasting pipelines end-to-end.

Forecasting

Feature Engineering

Create, select, and manage features for your models.

Feature Engineering for Energy Forecasting

Datasets

Prepare and validate input data for training and prediction.

Understanding Time Series Datasets

Probabilistic Forecasting

Generate prediction intervals and quantile forecasts.

Probabilistic Forecasting

Reliability & Fallback

Handle missing data, detect flatlining, and configure fallback strategies.

Reliability and Fallback

Backtesting

Evaluate model performance on historical data with rolling windows.

Backtesting Quickstart

Deployment

Deploy OpenSTEF models in production environments.

Deployment

Logging

Configure logging and monitor pipeline execution.

Logging