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.

ECNU-ICALK
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ECNU-ICALK
更新於 3/13/2026
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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.

安裝
$ install --globalskills.sh
使用

安裝後,您可以通過在終端運行以下命令來使用此技能:

skills use pytorch-classification-for-variable-length-1d-arrays