Branches of mechanical engineering: Tensorflow Tutorial From Basic To Difficult

Source: https://github.com/MorvanZhou/Tensorflow-Tutorial

If you'd similar to use PyTorch, no worries, I made a new PyTorch Tutorial just similar Tensorflow. Here is the link: https://github.com/MorvanZhou/PyTorch-Tutorial

Tensorflow 2017 Tutorials

In these tutorials, nosotros volition construct our starting fourth dimension Neural Network together with campaign to construct to a greater extent than or less advanced Neural Network architectures developed recent years.

All methods mentioned below accept their video together with text tutorial inwards Chinese. Visit 莫烦 Python for more.

• Tensorflow basic
  • Session
  • Placeholder
  • Variable
  • Activation
• Build your starting fourth dimension network
  • Regression
  • Classification
  • Save together with reload
  • Optimizers
  • Tensorboard
  • Dataset
• Advanced neural network
  • CNN
  • RNN-Classification
  • RNN-Regression
  • AutoEncoder
  • DQN Reinforcement Learning
  • GAN (Generative Adversarial Nets) / Conditional GAN
• Others (WIP)
  • Dropout
  • Batch Normalization
  • Visualize Gradient Descent

Regression

Classification

CNN

RNN

Autoencoder

GAN (Generative Adversarial Nets)

Dropout

Batch Normalization

Visualize Gradient Descent

Donation

If this does assistance you, delight visit donating to back upward me for ameliorate tutorials! Any contribution is greatly appreciated!

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