home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt4-8-trim-noisy-data-to-linear-part-using-manual-linear-regression-skill-md
machine-learningdata-ai
trim-noisy-data-to-linear-part-using-manual-linear-regression
Identifies and trims the linear portion of a noisy 1D dataset by iteratively fitting a manual linear regression model (without sklearn) and detecting deviations in the rolling standard deviation of residuals.
maintainer
ECNU-ICALK
Atualizado 3/16/2026
Estrelas
304
Forks
34
quick start
Installation and usage
Identifies and trims the linear portion of a noisy 1D dataset by iteratively fitting a manual linear regression model (without sklearn) and detecting deviations in the rolling standard deviation of residuals.
Instalação
$ install --globalskills.sh
Uso
Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:
skills use trim-noisy-data-to-linear-part-using-manual-linear-regression