tensorflow-tutorial

This repository is based on tensorflow 2.0 and aims to be easy to follow while studying Deep learning alone. When I wriiting the these codes, I have referred to the various books and other repositories, so if there are any problems, please contact me.

Table of Contents

0. Install

   • Tensorflow official site

1. Basic

   • Linear regression
   • Simple classification with CIFAR10 dataset
   • Basic classification: Classify images of clothing, Tensorflow official Site
   • Convolution arithmetic
   • CNN with CIFAR10 dataset

2. Intermediate

   • Convolutional Variational Autoencoder with MNIST dataset
   • Basic GAN with Safari dataset

3. Advanced

Reference

• Generative Deep Learning, Book

• tutorial code for PyTorch

Author

Eric Jeon/@jsharp83