项目作者: SeonbeomKim

项目描述 :
Fully Connected Neural Network, Numpy, Computational graph
高级语言: Python
项目地址: git://github.com/SeonbeomKim/Numpy_FullyConnectedNeuralNetwork.git


Numpy_FullyConnectedNeuralNetwork

Numpy로 구현한 Fully Connected Neural Network
Computational graph를 이용한 Backpropagation

FCNN_class.py

  1. * Numpy 구현한 Fully Connected Neural Network 함수들의 모음
  2. * Computational graph(계산 그래프) 방식으로 Backpropagation 진행하도록 구현

numpy_FCNN.py

  1. * FCNN_class function 사용하여 Train, Validation, Test 진행.
  2. * dataset : MNIST (dataset 위해 TensorFlow function 사용)
  3. * from tensorflow.examples.tutorials.mnist import input_data #for MNIST dataset

Reference

  1. * Deep Learning from Scratch 서적.