home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt3-5-8-glm4-7-pytorch-classification-for-variable-length-1d-arrays-skill-md
machine-learningdata-ai
pytorch-classification-for-variable-length-1d-arrays
A skill to classify samples from two lists of variable-length 1D arrays using PyTorch. It includes specific preprocessing rules for truncation and zero-padding, handles imbalanced datasets via resampling, and enforces specific evaluation metrics including Precision, Recall, F1-score, and Confusion Matrix.
maintainer
ECNU-ICALK
Updated 3/13/2026
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304
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quick start
Installation and usage
A skill to classify samples from two lists of variable-length 1D arrays using PyTorch. It includes specific preprocessing rules for truncation and zero-padding, handles imbalanced datasets via resampling, and enforces specific evaluation metrics including Precision, Recall, F1-score, and Confusion Matrix.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use pytorch-classification-for-variable-length-1d-arrays