home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt4-8-glm4-7-time-series-forecasting-with-mlforecast-and-polars-skill-md
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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
์
๋ฐ์ดํธ๋จ 2026. 3. 13.
์คํ
304
ํฌํฌ
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.
์ค์น
$ install --globalskills.sh
์ฌ์ฉ๋ฒ
์ค์น ํ ํฐ๋ฏธ๋์์ ๋ค์ ๋ช ๋ น์ ์คํํ์ฌ ์ด ์คํฌ์ ์ฌ์ฉํ ์ ์์ต๋๋ค:
skills use time-series-forecasting-with-mlforecast-and-polars