This repository provides tutorial code in C++ for deep learning researchers to learn PyTorch.
Python Tutorial: https://github.com/yunjey/pytorch-tutorial
Getting Started
- Fork/Clone and Install
$ git clone https://github.com/prabhuomkar/pytorch-cpp.git
$ chmod +x scripts.sh
$ ./scripts.sh install
- Build
$ ./scripts.sh build
Table of Contents
1. Basics
2. Intermediate
- Convolutional Neural Network
- Deep Residual Network
- Recurrent Neural Network
- Bidirectional Recurrent Neural Network
- Language Model (RNN-LM)
3. Advanced
- Generative Adversarial Networks
- Variational Auto-Encoder
- Neural Style Transfer
- Image Captioning (CNN-RNN)
Dependencies
- C++
- PyTorch C++ API
Authors
- Omkar Prabhu - prabhuomkar
- Markus Fleischhacker - mfl28