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
Обновлено 3/9/2026
Звёзды
1476
Форки
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.

Установка
$ install --globalskills.sh
Использование

После установки вы можете использовать этот skill, выполнив следующую команду в терминале:

skills use feature-engineering