File tree

• tutorials
  • 01-basics
    • feedforward_neural_network
      • main-gpu.py
      • main.py
    • linear_regression
      • main.py
    • logistic_regression
      • main.py
    • pytorch_basics
      • main.py
  • 02-intermediate
    • bidirectional_recurrent_neural_network
      • main-gpu.py
      • main.py
    • convolutional_neural_network
      • main-gpu.py
      • main.py
    • deep_residual_network
      • main-gpu.py
      • main.py
    • generative_adversarial_network
      • main.py
    • language_model
      • data_utils.py
      • data
        • train.txt
      • main-gpu.py
      • main.py
    • recurrent_neural_network
      • main-gpu.py
      • main.py
  • 03-advanced
    • deep_convolutional_gan
      • README.md
      • data_loader.py
      • download.sh
      • main.py
      • model.py
      • png
        • dcgan.png
        • sample1.png
        • sample2.png
      • requirements.txt
      • solver.py
    • image_captioning
      • README.md
      • build_vocab.py
      • data_loader.py
      • download.sh
      • model.py
      • png
        • example.png
        • image_captioning.png
        • model.png
      • requirements.txt
      • resize.py
      • sample.py
      • train.py
    • neural_style_transfer
      • README.md
      • main.py
      • png
        • content.png
        • neural_style.png
        • neural_style2.png
        • style.png
        • style2.png
        • style3.png
        • style4.png
      • requirements.txt
    • variational_auto_encoder
      • README.md
      • main.py
      • png
        • real.png
        • reconst.png
        • vae.png
      • requirements.txt
  • 04-utils/tensorboard
    • README.md
    • gif
      • g
      • tensorboard.gif
    • logger.py
    • main.py
    • requirements.txt