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
maintainer
ECNU-ICALK
آخر تحديث 3/13/2026
النجوم
304
التفرعات
34
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.

التثبيت
$ install --globalskills.sh
الاستخدام

بعد التثبيت، يمكنك استخدام هذه المهارة بتشغيل الأمر التالي في الطرفية:

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