Korean translation - Atcold/pytorch-Deep-Learning Wiki

Workload distribution

File name Translator Start date Publish date Reviewers
README.md Gio March 22 March 23 atcold
index.md Gio March 22 March 23 atcold
01.md Gio March 22 March 23 atcold
01-1.md Gio March 23 March 25 atcold
01-2.md Gio March 25 March 27 atcold
01-3.md Ryan March 27 April 4 Gio
lecture01.sbv
practicum01.sbv
02.md Chanseok March 24 March 25 Gio
02-1.md Chanseok March 30 April 1 Gio
02-2.md SeungHeon March 27 April 1 Chanseok, Gio
02-3.md Yujin April 4 April 6 SeungHeon
lecture02.sbv
practicum02.sbv
03.md Jinwoo March 27 April 3 Gio
03-1.md Jinwoo March 27 April 3 Gio
03-2.md Wonseon March 27 March 30 Gio
03-3.md Seok Hoan March 27 April 8 Yujin
lecture03.sbv
practicum03.sbv
04.md Choong Hee March 25 March 30 atcold
04-1.md Choong Hee March 27 March 30 atcold
practicum04.sbv
05.md Ryan April 3 April 4 Yujin
05-1.md Jieun March 31 April 6 Yujin
05-2.md Jieun April 1 April 6 Yujin
05-3.md Choong Hee March 30 April 6 Yujin
lecture05.sbv
practicum05.sbv
06.md Yujin April 17 April 20 Gio
06-1.md Yujin April 17 April 26 Gio
06-2.md Junha April 19 May 8 Gio
06-3.md Seok Hoan May 3 May 8 Chanseok
lecture06.sbv
practicum06.sbv
07.md Seok Hoan June 25 August 5 Gio
07-1.md Seok Hoan June 25 August 5 Gio
07-2.md Yujin July 4 July 17 Gio
07-3.md Yujin Sep 5 October 13 Gio
08.md Yujin July 4 August 5 Gio
08-1.md Yujin July 4 July 28 Gio
08-2.md Yujin July 18 July 28 Gio
08-3.md Yujin July 18 August 9 Gio
09.md Choong Hee July 17 August 31 Gio
09-1.md Choong Hee July 18 August 31 Gio
09-2.md Choong Hee July 24 August 31 Gio
09-3.md Choong Hee August 10 August 31 Gio
10.md Chanseok July 17 August 23 Gio
10-1.md SeungHeon August 15 August 25 Gio
10-2.md SeungHeon August 17 September 3 Gio
10-3.md SeungHeon August 26 September 3 Gio
11.md Jinwoo July 18 August 23 Gio
11-1.md Jinwoo August 18 September 19 Gio
11-2.md Choong Hee September 5 November 25 Gio
11-3.md Choong Hee September 5 November 25 Gio
12.md Jieun July 18 August 23 Gio
12-1.md Jieun July 18 August 23 Gio
12-2.md Jieun July 21 August 23 Gio
12-3.md Jieun July 21 August 23 Gio
13.md SeungHeon July 17 August 23 atcold
13-1.md Seok Hoan Aug 17 September 25 Gio
13-2.md Seok Hoan Sep 1 September 25 Gio
13-3.md Seok Hoan Sep 1
14.md Yujin July 18 August 9 Gio
14-1.md Yujin July 18 September 19 Gio
14-2.md Yujin July 18 September 19 Gio
14-3.md Yujin July 18 September 29 Gio

Terminology conventions

Rules

CNN -> CNN
Convolutional neural nets -> 합성곱 신경망
Dropout -> 드롭아웃
encoder -> 인코더

역전파backpropagation는 중요하다. 역전파가 딥러닝의 핵심이다.

Frank Rosenblatt은 말했다.
"왜 얀 르쿤 교수만 한글이야!!"

Terms

Term Targeted Korean
activation 활성화
activation function 활성화 함수
adaline 아달라인
affine transformation 아핀 변환
(artificial) neural network (인공) 신경망
autoencoder 오토인코더
autonomous vehicles 자율주행 (차량)
backpropagation 역전파
batch normalization 배치 정규화
belief-propagaation 신뢰 전파
bias 편향
chain rule 연쇄 법칙
computer vision 컴퓨터 비전
contractive autoencoder 수축형 오토인코더
contrast normalization 대비 평준화
contrastive divergence 대조 발산
convolution 합성
convolutional sparse coding 합성곱 희소 코딩, 합성곱 스파스 코딩
cost function 비용 함수
cybernetic 인공두뇌학
deep-learning 딥러닝
dropout 드롭아웃
dynamic time warping 동적 시간 왜곡
embedding 임베딩
energy-based model 에너지 기반 모델
ensemble 앙상블
feature 특징
fire (of neuron) (뉴런의) 발화
fully connected layer 완전 연결 계층
fully connected network 완전 연결 신경망
gradient 경사, 그래디언트
gradient descent 경사 하강법
hidden layer 은닉층
hierarchical representation 계층적 표현
image classification 이미지 분류
image segmentation 영상 분할
inference 추론
Jacobian matrix 야코비안 행렬
Jensen's Inequality 옌센 부등식
Jupyter Notebook 주피터 노트북
label 레이블
lane tracking 차선 추적
latent space 잠재 공간
layer 레이어, 층
layers 계층
lecture part A 이론 part A
logistic regression 로지스틱 회귀
loss function 손실함수
L2 norm L2 정규화
manifold 매니폴드, 다양체
Nash equilibrium 내시 균형
natural language understanding 자연어 이해
natural language processing 자연어 처리
nearest neighbor 최근접 이웃
neural ordinary differential equation 뉴럴 상미분방정식
non-maximum suppression 비최대값 억제
norm
object detection 객체 탐지
one-hot 원-핫
parameter 매개 변수, 모수
pattern recognition 패턴 인식
penalty term 벌칙 항, 페널티 항
perceptron 퍼셉트론
pooling 풀링
practicum 실습
recurrent neural networks 순환 신경망
reflection 반사
regularization 규제
rotation 로테이션
relative entropy 상대 엔트로피
scaling 스케일링
self-supervised learning 자기지도학습
scalar 스칼라
semantic segmentation 시맨틱 분할, 의미론적 분할
segmentor 분할기
shearing 절단, 전단
softmax, soft (arg)max 소프트맥스
sparse coding 희소 코딩, 스파스 코딩
speech recognition 음성 인식
stochastic gradient descent 확률적 경사 하강법
supervised learning 지도 학습
tensor 텐서
translation 번역
trajectory 사선
unsupervised learning 비지도 학습
visual cortex 시각 피질
weight 가중치
weighted sum 가중합

Names of people

Term Targeted Korean
Alfredo Canziani 알프래도 캔지아니
Kunihiko Fukishima 쿠니히코 후쿠시마
Yann Lecun 얀 르쿤

Proper Noun

Term Targeted Korean
Anaconda 아나콘다
Miniconda 미니콘다
PyTorch 파이토치
Python 파이썬

Do not translate

Term Explanation
actor critic Actor Ctiric 알고리즘
CNN Convolutional Neural Network 합성곱 신경망
GAN generative adversarial networks 생산적 적대 신경망
GPU Graphic Processing Unit 그래픽카드
ReLU Rectified linear unit