Deep-Learning-with-PyTorch

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook's AI Research lab. It is free and open-source software released under the Modified BSD license.

Table of content

• Basics

1. Introduction to PyTorch
2. Linear Regression
3. Logistic Regression
4. Feedforward Neural Network

• Intermediate

5. Convolutional Neural Network
6. Deep Residual Network
7. Recurrent Neural Network
8. Bidirectional Recurrent Neural Network
9. Language Model (RNN-LM)

• Advanced

10. Generative Adversarial Networks
11. Variational Auto-Encoder

References

1. PyTorch Learning: Tutorial
2. Official License: PyTorch GitHub Link