Convolutional Neural Network (ver.R) 출처¶http://jorditores.org/first-contact-with-tensorflow/#cap5 (First Contact with tensorflow)https://tensorflow.rstudio.com/ (TensorFlow™ for R)http://motioninsocial.com/tufte/ (Tufte in R) Convolutional Neural Network (ver.R)¶ The MNIST data-set¶ In [1]: require(tensorflow) datasets pool1 -> conv2 -> pool2 -> [inner product -> relu] -> dropout -> [inner produ..
MLP 출처¶http://jorditorres.org/first-contact-with-tensorflow/#cap5 (First Contact with tensorflow) Multi-layer Neural Networks in TensorFlow (ver. python)¶Convolutional Neural Network¶ The MNIST data-set¶ In [1]: import tensorflow as tf from tensorflow.examples.tutorials.mnist import input_data mnist = input_data.read_data_sets("~/MNIST_data/", one_hot=True) Extracting ~/MNIST_data/train-imag..
Untitled 출처¶http://jorditorres.org/first-contact-with-tensorflow/#cap4 (First Contact with tensorflow)https://tensorflow.rstudio.com/ (TensorFlow™ for R)http://motioninsocial.com/tufte/ (Tufte in R) 단일 신경망 Single Layer Neural Network (ver.R)¶ The MNIST data-set¶숫자 손글씨(hand-written digits)에 관한 엄청 유명한 데이터 셋.training set으로 6만 개 이상, test set으로 1만 개이다.흑백사진으로 이루어져있고, anti-aliasing 돼있다. 전 처리가 다 돼있기 때문에..