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pyTorch Tutorials

In these tutorials for pyTorch, we will build our first Neural Network and try to build some advanced Neural Network architectures developed recent years.

All methods mentioned below have their video and text tutorial in Chinese. Visit 莫烦 Python for more. If you speak Chinese, you can watch my Youtube channel as well.

• pyTorch basic
  • torch and numpy
  • Variable
  • Activation
• Build your first network
  • Regression
  • Classification
  • An easy way
  • Save and reload
  • Train on batch
  • Optimizers
• Advanced neural network
  • CNN
  • RNN-Classification
  • RNN-Regression
  • AutoEncoder
  • DQN Reinforcement Learning
• Others (WIP)
  • Why torch dynamic
  • Train on GPU
  • Dropout
  • Batch Normalization

Regression

Classification

RNN

Autoencoder

Dropout

Batch Normalization

Donation

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