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PR - Boaz 분석 멘멘 F조 멘티 황혜정 2주차 과제제출#1

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HyeJung-Hwang wants to merge 47 commits intoBOAZ-bigdata:week_2BOAZ-bigdata/23-2_MMStudy_Analysis_F:week_2from HyeJung-Hwang:week_2HyeJung-Hwang/23-2_MMStudy_Analysis_F:week_2Copy head branch name to clipboard

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Commits on Jul 17, 2023

• feat: 4장 실습파일

  

  황혜정

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  5b40416

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• feat: 딥러닝 모델 모듈

  

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  784bd75

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• feat: dropout layer가 있는 mlp 모델

  

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  2d18a3e

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• feat: dataset 구축 모듈

  

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  10f6609

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• feat: CustomDataset() 추가

  

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  444735d

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• docs: 4.2.3 딥러닝의 문제점과 해결방안작성

  

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  251afab

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• feat: data load할 모듈

  

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  144101a

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• feat: mini batch 경사하강법 활용해서 data load하는 모듈

  

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  10d71aa

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• fix: mini_batch_size 파라미터 사용하도록 수정

  

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  75fd28b

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• fix: 데이터셋 선언 부분 수정

  

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  11f46d0

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• feat: 미니 배치 경사하강법 실습

  

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  0f66f75

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• docs: 정리 내용 수정

  

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  f0a63bb

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• feat: 4.2.3 드롭아웃 실습

  

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  8c54ea4

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• feat: 5장 실습 파일

  

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  0c64ad7

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• docs: 5장 목차

  

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  a0d493b

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• docs: 5.1 개념

  

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  ba1bc8d

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• feat: 5.2 실습 데이터 구축

  

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  d0aa0ee

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• feat: gpu 셋팅

  

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  a6384bc

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• feat: FashionDNN 모델

  

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  d210937

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• feat: 모델 gpu셋팅

  

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  d88dccc

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• fix: FashionDNN 모델 위치 수정

  

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  9c4d1ef

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• feat: train 코드

  

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  4c792c8

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• feat: FashionCNN 모델

  

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  752400e

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• docs: 모델 이름 넣기

  

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  58cba54

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• feat: FashionCNN 모델 gpu 셋팅

  

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  1bee0c2

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• feat: FashionCNN 모델 train

  

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  c799b5e

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• docs: 5.3.1 theory

  

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  3d39623

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• feat: 이미지 데이터 전처리 코드

  

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  ca9cc70

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• feat: 학습 데이터 개수,이미지사이즈 확인

  

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  f69f5bb

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• feat: 이미지 출력

  

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  fb8358a

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• refactor: 모듈 이름 변경

  

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  f9f2f32

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• refactor: models폴더 하위에 모델 모듈 넣는 것으로 모듈 구조 변경

  

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  42c2475

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• feat: 기존 모델의 파라미터 학습 안하도록 셋팅하는 모듈

  

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  def912d

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• feat: 모델에 fc layer 추가

  

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  344eb32

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• feat: 최종 모델 셋팅

  

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  a5a0d55

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• feat: train 모듈

  

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  b8d5abb

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• fix: 모델저장할 경로 파라미터 추가

  

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  fe57688

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• feat: cpu 써서 모델 train

  

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  91b8a72

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• feat: 모델 test

  

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  0650435

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• docs: 5.4 설명

  

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  2def22c

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• feat: XAI model

  

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  89f5794

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• feat: layeractivation 모듈

  

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  b216e94

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• feat: XAI 모델

  

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  69a199f

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• feat: XAI 데이터 셋팅

  

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  2a11b66

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• feat: XAI 코드

  

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  70694e3

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• docs: 5.5 theory

  

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  c3ecdaf

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• feat: test 모듈

  

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  f9f8a29

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