딥러닝 기본 NN 예제들

텐서플로우 공식 홈페이지, 김태영의 케라스 이야기, 모두를 위한 딥러닝 Lab

텐서플로우(Tensorflow) 공식 홈페이지

https://www.tensorflow.org/tutorials/quickstart/beginner

모두를 위한 딥러닝 Lab

https://github.com/deeplearningzerotoall/TensorFlow

PART 1: Basic Machine Learning (Lab)

  1. basics.
  2. Simple Linear Regression (code설명) (Lab연습)
  3. logistic_regression_diabetes-eager
  4. Softmax Zoo_classifier-eager
  5. MNIST introduction
  6. Fashion MNIST introduction

PART 2: Basic Deep Learning (Lab)

  1. XOR-eager.
  2. mnist_nn_xavier.

PART 3: Convolutional Neural Network (Lab)

  1. cnn-basics-keras-eager.
  2. mnist-cnn-keras-sequential-eager.
  3. mnist-cnn-keras-subclassing-eager.
  4. mnist-cnn-ensemble-keras-eager
  5. mnist-cnn-best-keras-eager