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Build your neural network easy and fast, 莫烦Python中文教学
neural-networkpythonpytorch-tutorialbatch-normalizationcnnrnnautoencoderpytorchregressionclassificationbatchtutorial
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README
If you'd like to use Tensorflow, no worries, I made a new Tensorflow Tutorial just like PyTorch. Here is the link: https://github.com/MorvanZhou/Tensorflow-Tutorial
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.
Thanks for liufuyang's notebook files which is a great contribution to this tutorial.
- pyTorch basic
- Build your first network
- Advanced neural network
- Others (WIP)
For Chinese speakers: All methods mentioned below have their video and text tutorial in Chinese. Visit 莫烦 Python for more. You can watch my Youtube channel as well.
Regression
Classification
CNN
RNN
Autoencoder
GAN (Generative Adversarial Nets)
Dropout
Batch Normalization
Donation
If this does help you, please consider donating to support me for better tutorials. Any contribution is greatly appreciated!
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