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README.md
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README.md
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## Table of Contents
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* [PyTorch Basics](https://github.com/yunjey/pytorch-tutorial/blob/master/00%20-%20PyTorch%20Basics/main.py)
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* [Linear Regression](https://github.com/yunjey/pytorch-tutorial/blob/master/04%20-%20Linear%20Regression/main.py)
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* [Logistic Regression](https://github.com/yunjey/pytorch-tutorial/blob/master/05%20-%20Logistic%20Regression/main.py)
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* [Feedforward Neural Network](https://github.com/yunjey/pytorch-tutorial/blob/master/01%20-%20Feedforward%20Neural%20Network/main.py)
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* [Convolutional Neural Network](https://github.com/yunjey/pytorch-tutorial/blob/master/02%20-%20Convolutional%20Neural%20Network/main.py)
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* [Deep Residual Network](https://github.com/yunjey/pytorch-tutorial/blob/master/03%20-%20Deep%20Residual%20Network/main-gpu.py)
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* [Recurrent Neural Network](https://github.com/yunjey/pytorch-tutorial/blob/master/06%20-%20Recurrent%20Neural%20Network/main.py)
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* [Bidirectional Recurrent Neural Network](https://github.com/yunjey/pytorch-tutorial/blob/master/07%20-%20Bidirectional%20Recurrent%20Neural%20Network/main.py)
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* [Language Model (RNNLM)](https://github.com/yunjey/pytorch-tutorial/blob/master/09%20-%20Language%20Model/main-gpu.py)
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* [PyTorch Basics](https://github.com/yunjey/pytorch-tutorial/tree/master/tutorials/00%20-%20PyTorch%20Basics/main.py)
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* [Linear Regression](https://github.com/yunjey/pytorch-tutorial/blob/master/tutorials/01%20-%20Linear%20Regression/main.py)
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* [Logistic Regression](https://github.com/yunjey/pytorch-tutorial/blob/master/tutorials/02%20-%20Logistic%20Regression/main.py)
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* [Feedforward Neural Network](https://github.com/yunjey/pytorch-tutorial/blob/master/tutorials/03%20-%20Feedforward%20Neural%20Network/main.py)
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* [Convolutional Neural Network](https://github.com/yunjey/pytorch-tutorial/blob/master/tutorials/04%20-%20Convolutional%20Neural%20Network/main.py)
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* [Deep Residual Network](https://github.com/yunjey/pytorch-tutorial/blob/master/tutorials/05%20-%20Deep%20Residual%20Network/main.py)
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* [Recurrent Neural Network](https://github.com/yunjey/pytorch-tutorial/blob/master/tutorials/06%20-%20Recurrent%20Neural%20Network/main.py)
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* [Bidirectional Recurrent Neural Network](https://github.com/yunjey/pytorch-tutorial/blob/master/tutorials/07%20-%20Bidirectional%20Recurrent%20Neural%20Network/main.py)
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* [Language Model (RNNLM)](https://github.com/yunjey/pytorch-tutorial/blob/master/tutorials/09%20-%20Language%20Model/main.py)
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* Image Captioning (CNN-RNN)
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* [Generative Adversarial Network](https://github.com/yunjey/pytorch-tutorial/blob/master/08%20-%20Generative%20Adversarial%20Network/main.py)
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* [Deep Q-Network and Q-learning (WIP)](https://github.com/yunjey/pytorch-tutorial/blob/master/10%20-%20Deep%20Q%20Network/dqn13.py)
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* [Generative Adversarial Network](https://github.com/yunjey/pytorch-tutorial/blob/master/tutorials/08%20-%20Generative%20Adversarial%20Network/main.py)
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* [Deep Q-Network and Q-learning (WIP)](https://github.com/yunjey/pytorch-tutorial/blob/master/tutorials/10%20-%20Deep%20Q%20Network/dqn13.py)
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<br/>
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## Getting Started
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```bash
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$ git clone https://github.com/yunjey/pytorch-tutorial.git
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$ cd pytorch-tutorial/project/
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$ cd pytorch-tutorial/tutorials/project_path
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$ python main.py # cpu version
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$ python main-gpu.py # gpu version
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```
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