애써 배운걸 까먹을까봐 그러기 전에 적어두는 머신러닝 노트입니다. 이번에는 뭔가 재밌게 생겼을수도 있고 안 재밌게 생겼을수도 있는 오토인코더(Autoencoder) 모델에 대해서 (진짜) 가볍게 살펴보겠습니다.
그렇다면 오토인코더가 무엇인가? 글로 요약해서 적어보면 아래와 같습니다.
An autoencoder is a type of artificial neural network that learns to reconstruct its input. It does this by first encoding the input into a lower-dimensional representation, and then decoding the representation back into the original input.
The encoder and decoder are typically two neural networks that are trained together. 즉, 오토인코더란, 입력값을...
#
autoencoder
#
노이즈
#
딥러닝
#
머신러닝
#
비지도학습
#
손실함수
#
쉬운설명
#
신경망
#
오토인코더
#
이론
#
기계학습
#
개념
#
encoder
#
latent
#
latent_vector
#
loss
#
ML
#
net
#
neural
#
theory
#
unsupervised
#
차원감소
원문 링크 : 간단한 오토인코더(Autoencoder) 이해
![BTS - Dynamite [가사/듣기/해석/해설]](https://mblogthumb-phinf.pstatic.net/MjAyMDA4MjJfMTU0/MDAxNTk4MTAzNTc1Mjgw.FlH7qGlRGWnki02k0FsFrbof36ovHHH2fRC7zpV37AMg.9PVGLE0pyVlvJ65qge37IIpgKcsJS4htf07JIj5xnHwg.JPEG.agerio100/BTS_Dynamite_Global-Press-Conference_Group-Photo_2.jpg?type=w2)
![The Chainsmokers - High [가사/듣기/해석/해설]](https://mblogthumb-phinf.pstatic.net/MjAyMjEwMTNfOTAg/MDAxNjY1NjY4ODU3MzI1.bU3BA-f51xB-vckzSB6Iq1KkE0yu8WFpvOcras6Myv8g.ah0HTNVWi3jMEZSYIFdqZSGJcG_WjToKd6Mgq3-3TKgg.PNG.agerio100/The_Chainsmokers_-_High_%28Official_Video%29_1-14_screenshot.png?type=w2)
![Code Lyoko - Un Monde Sans Danger [가사/듣기/해석/해설]](https://mblogthumb-phinf.pstatic.net/MjAyMzAyMDhfMjU1/MDAxNjc1ODYxMjk4ODE1.2JfeJNSsSCDGd1cb_aMLhqGsS_YclqkEXzUxnq3xzygg.mCsxOperQ-POUv-4KPEFo_BTbSw8HQnGtWQPKY6K7icg.JPEG.agerio100/716BPbryi8L._RI_.jpg?type=w2)