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This repository is a gluon/mxnet version of yunjey's pytorch-tutorial.

There is an office and perfect tutorial by mxnet' team: Deep Learning - The Straight Dope

Table of Contents

1. Basics

• Gluon Basis
• Linear Regression
• Logistic Regression
• Feedforward Neural Network

2. Intermediate

• Convolutional Neural Network
• Deep Residual Network
• Recurrent Neural Network
• Bidirectional Recurrent Neural Network
• Language Model (RNN-LM)
• Generative Adversarial Network

3. Advanced

• Neural Style Transfer
• Variational Auto-Encoder

Note

1. You can run it through: python xxxx.py
2. The Intermediate and Advanced can switch from cpu or gpu by change the gpu=True，Some examples also provide symbol=True for switch the imperative or symbolic（but some examples I don not know how to do it）
3. It's my first time to use gluon/mxnet , so there must be some "bad behavior" in the achievement.