{"width":"100%","author_name":"aidiary","provider_url":"https://hatena.blog","author_url":"https://blog.hatena.ne.jp/aidiary/","type":"rich","title":"PyTorch (10) Autoencoder","url":"https://aidiary.hatenablog.com/entry/20180225/1519520981","height":"190","description":"Autoencoder\u306e\u5b9f\u9a13\uff01MNIST\u3067\u8a66\u3057\u3066\u307f\u3088\u3046\u3002 180221-autoencoder.ipynb - Google \u30c9\u30e9\u30a4\u30d6 28x28\u306e\u753b\u50cf x \u3092encoder\uff08\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\uff09\u30672\u6b21\u5143\u30c7\u30fc\u30bf z \u306b\u307e\u3067\u5727\u7e2e\u3057\u3001\u305d\u306e2\u6b21\u5143\u30c7\u30fc\u30bf\u304b\u3089\u5143\u306e\u753b\u50cf\u3092decoder\uff08\u5225\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\uff09\u3067\u5fa9\u5143\u3059\u308b\u3002\u305f\u3060\u3057\u3001\u4e00\u5ea6\u60c5\u5831\u3092\u5727\u7e2e\u3057\u3066\u3057\u307e\u3046\u306e\u3067\u5b8c\u5168\u306b\u5143\u306e\u753b\u50cf\u306b\u306f\u623b\u3089\u305a\u518d\u69cb\u6210\u3057\u305f\u753b\u50cf xhat \u306f\u5165\u529b\u753b\u50cf\u306e\u8fd1\u4f3c\u3068\u306a\u308b\u3002 \u3055\u3063\u305d\u304f\u3084\u3063\u3066\u307f\u3088\u3046\u3002\u307e\u305a\u306f\u3044\u3064\u3082\u306e\u3002 import os import numpy as np import torch import torchvision from torc\u2026","version":"1.0","blog_title":"\u4eba\u5de5\u77e5\u80fd\u306b\u95a2\u3059\u308b\u65ad\u5275\u9332","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Faidiary.hatenablog.com%2Fentry%2F20180225%2F1519520981\" title=\"PyTorch (10) Autoencoder - \u4eba\u5de5\u77e5\u80fd\u306b\u95a2\u3059\u308b\u65ad\u5275\u9332\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","provider_name":"Hatena Blog","image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/a/aidiary/20180224/20180224173419.png","categories":["PyTorch","Deep Learning"],"blog_url":"https://aidiary.hatenablog.com/","published":"2018-02-25 10:09:41"}