This repository contains the content for the course based on Pytorch and contains the fundamentals of when coding with Pytorch, Pytorch zero to GANs, and the PyTorch Tutorial. It deals with the following topics:
- PyTorch Matrices
- PyTorch Fundamentals - Variables and Gradients
- Linear Regression with PyTorch
- Logistic Regression with PyTorch
- Feedforward Neural Networks with PyTorch
- Convolutional Neural Networks (CNN) with PyTorch
- Recurrent Neural Networks
- Long Short Term Memory Networks
- Residual Networks (ResNets)
- Generative Adversarial Networks (GANs) (more in Pytorch Projects Portfolio)