home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt4-8-glm4-7-time-series-forecasting-with-mlforecast-and-polars-skill-md
machine-learningdata-ai
time-series-forecasting-with-mlforecast-and-polars
Configure and execute a time series forecasting pipeline using Polars for data manipulation and MLForecast with LightGBM for modeling, applying specific lag features, rolling statistics, and evaluation metrics.
maintainer
ECNU-ICALK
Mis à jour 3/13/2026
Étoiles
304
Forks
34
quick start
Installation and usage
Configure and execute a time series forecasting pipeline using Polars for data manipulation and MLForecast with LightGBM for modeling, applying specific lag features, rolling statistics, and evaluation metrics.
Installation
$ install --globalskills.sh
Utilisation
Après l'installation, vous pouvez utiliser ce skill en exécutant la commande suivante dans votre terminal :
skills use time-series-forecasting-with-mlforecast-and-polars