Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
tensorflowtensorflow-tutorialsgangenerative-adversarial-networkrnncnnclassificationregressionautoencoderdeep-q-networkdqnmachine-learning
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README
If you'd like to use PyTorch, no worries, I made a new PyTorch Tutorial just like Tensorflow. Here is the link: https://github.com/MorvanZhou/PyTorch-Tutorial
Tensorflow 2017 Tutorials
Tensorflow 2+ has been released, here is my quick TF2+ tutorial codes
In these tutorials, 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.
- Tensorflow basic
- Build your first network
- Advanced neural network
- Others (WIP)
Regression
Classification
CNN
RNN
Autoencoder
GAN (Generative Adversarial Nets)
Dropout
Batch Normalization
Visualize Gradient Descent
Donation
If this does help you, please consider donating to support me for better tutorials! Any contribution is greatly appreciated!
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