youngguncho/pytorch-studies

Study code of pytorch

pytorch-studies

Self study code for Pytorch.

1. Pytorch basics

   • Basic tensor operation of Pytorch
   • Basic autograd

2. MNIST CNN (Convolutional Neural Networks)

   • CNN classification on MNIST dataset (based on Pytorch example)

3. Vanilla GAN (Generative Adversarial Nets)

   • Simple and basic GAN on MNIST data generation

4. cGAN (Conditional Generative Adversarial Nets)

   • Conditonal GAN on MNIST data
   • The input variable is conditioned on the label vector (one-hot vector)

• TODO
  • DCGAN
  • infoGAN
  • VAE