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This repository provides tutorial code in C++ for deep learning researchers to learn PyTorch.
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## Getting Started
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- - Install
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+ - Fork/Clone and Install
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```
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- ./scripts.sh install
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+ $ git clone https://github.com/prabhuomkar/pytorch-cpp.git
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+ $ chmod +x scripts.sh
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+ $ ./scripts.sh install
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```
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- Build
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```
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- ./scripts.sh build
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+ $ ./scripts.sh build
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```
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## Table of Contents
@@ -20,4 +22,24 @@ This repository provides tutorial code in C++ for deep learning researchers to l
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* [ PyTorch Basics] ( https://github.com/prabhuomkar/pytorch-cpp/tree/master/tutorials/basics/pytorch_basics/main.cpp )
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* [ Linear Regression] ( https://github.com/prabhuomkar/pytorch-cpp/tree/master/tutorials/basics/linear_regression/main.cpp )
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* [ Logistic Regression] ( https://github.com/prabhuomkar/pytorch-cpp/tree/master/tutorials/basics/logistic_regression/main.cpp )
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- * [ Feedforward Neural Network] ( https://github.com/prabhuomkar/pytorch-cpp/tree/master/tutorials/basics/feedforward_neural_network/main.cpp )
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+ * [ Feedforward Neural Network] ( https://github.com/prabhuomkar/pytorch-cpp/tree/master/tutorials/basics/feedforward_neural_network/main.cpp )
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+
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+ #### 2. Intermediate
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+ * [ Convolutional Neural Network] ( )
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+ * [ Deep Residual Network] ( )
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+ * [ Recurrent Neural Network] ( )
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+ * [ Bidirectional Recurrent Neural Network] ( )
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+ * [ Language Model (RNN-LM)] ( )
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+
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+ #### 3. Advanced
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+ * [ Generative Adversarial Networks] ( )
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+ * [ Variational Auto-Encoder] ( )
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+ * [ Neural Style Transfer] ( )
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+ * [ Image Captioning (CNN-RNN)] ( )
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+
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+ ## Dependencies
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+ - C++
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+ - PyTorch C++ API
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+
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+ ## Authors
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+ - Omkar Prabhu - [ prabhuomkar] ( https://github.com/prabhuomkar )
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