home/categories/data-analysis/ecnu-icalk-autoskill-skillbank-convskill-english-gpt4-8-glm4-7-statsforecast-polars-ensemble-pipeline-skill-md
data-analysisdata-ai
statsforecast-polars-ensemble-pipeline
Execute a univariate time series forecasting pipeline using StatsForecast and Polars. Includes ID concatenation, cross-validation, ensemble generation (AutoARIMA, AutoETS, DynamicOptimizedTheta), non-negative constraints, outlier-aware metrics, and formatted output with specific type casting for split IDs.
maintainer
ECNU-ICALK
Updated 3/13/2026
Stars
304
Forks
34
quick start
Installation and usage
Execute a univariate time series forecasting pipeline using StatsForecast and Polars. Includes ID concatenation, cross-validation, ensemble generation (AutoARIMA, AutoETS, DynamicOptimizedTheta), non-negative constraints, outlier-aware metrics, and formatted output with specific type casting for split IDs.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use statsforecast-polars-ensemble-pipeline