home/categories/machine-learning/skforecast-skforecast-skills-feature-engineering-skill-md
machine-learningdata-ai

feature-engineering

Creates features for time series forecasting: calendar features with feature_engine (DatetimeFeatures, CyclicalFeatures), rolling statistics with RollingFeatures, differencing, sunlight features, and data scaling. Use when the user wants to improve model accuracy through feature engineering or asks about exogenous variable creation.

skforecast
maintainer
skforecast
Updated 3/9/2026
Stars
1476
Forks
187
quick start

Installation and usage

Creates features for time series forecasting: calendar features with feature_engine (DatetimeFeatures, CyclicalFeatures), rolling statistics with RollingFeatures, differencing, sunlight features, and data scaling. Use when the user wants to improve model accuracy through feature engineering or asks about exogenous variable creation.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use feature-engineering