https://github.com/acecoooool/gluon-tutorial
This is a gluon version of yunjey's pytorch-tutorial
https://github.com/acecoooool/gluon-tutorial
gluon mxnet
Last synced: 29 days ago
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This is a gluon version of yunjey's pytorch-tutorial
- Host: GitHub
- URL: https://github.com/acecoooool/gluon-tutorial
- Owner: AceCoooool
- Created: 2017-10-24T02:43:52.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2018-12-22T13:56:31.000Z (almost 7 years ago)
- Last Synced: 2025-04-01T12:04:06.923Z (6 months ago)
- Topics: gluon, mxnet
- Language: Python
- Homepage:
- Size: 6.76 MB
- Stars: 5
- Watchers: 2
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
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This repository is a **gluon/mxnet** version of [yunjey's pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial).
There is an office and perfect tutorial by mxnet' team: [Deep Learning - The Straight Dope](http://gluon.mxnet.io/)
## Table of Contents
#### 1. Basics
- [Gluon Basis](./example/1-basics/1_basic.py)
- [Linear Regression](./example/1-basics/2_linear.py)
- [Logistic Regression](./example/1-basics/3_logistic.py)
- [Feedforward Neural Network](./example/1-basics/4_network.py)
#### 2. Intermediate
- [Convolutional Neural Network](./example/2-intermediate/1_cnn.py)
- [Deep Residual Network](./example/2-intermediate/2_resnet.py)
- [Recurrent Neural Network](./example/2-intermediate/3_rnn.py)
- [Bidirectional Recurrent Neural Network](./example/2-intermediate/4_birnn.py)
- [Language Model (RNN-LM)](./example/2-intermediate/5_language.py)
- [Generative Adversarial Network](./example/2-intermediate/6_gan.py)
#### 3. Advanced
- [Neural Style Transfer](./example/3-advanced/1_style_transfer.py)
- [Variational Auto-Encoder](./example/3-advanced/2_vae.py)
## 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.