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.

ECNU-ICALK
maintainer
ECNU-ICALK
更新於 3/13/2026
星標
304
分支
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.

安裝
$ install --globalskills.sh
使用

安裝後,您可以透過在終端機執行以下指令來使用此技能:

skills use time-series-forecasting-with-mlforecast-and-polars