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
Mis à jour 3/16/2026
Étoiles
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.
Installation
$ install --globalskills.sh
Utilisation
Après l'installation, vous pouvez utiliser ce skill en exécutant la commande suivante dans votre terminal :
skills use trim-noisy-data-to-linear-part-using-manual-linear-regression