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Week1
Folder: Study/UndergraduateResearchStudent/Week1
14 items under this folder.
Nov 23, 2025
0. 개발 환경 구성 및 프로젝트 관리 시작
week_1
pytorch
conda
Nov 23, 2025
1. 파이토치 기본 튜토리얼 정복하기
week_1
pytorch
tensor
Nov 23, 2025
1.1 Autograd & requires_grad=True
week_1
pytorch
Autograd
DAG
requires_grad
gradient
Nov 23, 2025
1.2 기본 훈련 루프
week_1
pytorch
custom_dataset
data_loader
loss_fn
Nov 23, 2025
2. 이미지 증강(Augmentation) 직접 만들기
week_1
pytorch
image_augment
Nov 23, 2025
3. '고양이 vs 강아지' 분류 모델 만들기 (Custom Dataset)
week_1
pytorch
classification
Nov 23, 2025
3.1 Config
Nov 23, 2025
3.2 Transform
Nov 23, 2025
3.3 Dataset
Nov 23, 2025
3.4 DataLoader
Nov 23, 2025
3.5 Model
Nov 23, 2025
3.6 Trainer
Nov 23, 2025
3.7 Eval
Nov 23, 2025
3.8 Test