pytorch-zero-to-mastery

About

In this repo, I introduce you to the world of PyTorch! You can come with me on a journey to learn all about PyTorch, how it works, and what methods should you use in your own projects. I update it step by step

Structure

1. Installation

2. Check Installation

• PyTorch Version
• CUDA

3. Tensors

• Tensor Operations
• Matrix Operations
• Advanced Operations
  • Reshaping and Slicing
  • Reductions & Aggregations
  • Comparison Operations
  • Broadcasting
• Random Tensor Operations
• Gradient Operations (Autograd)
• Saving & Loading Tensors

4. Neural Networks

• Model
• Training
• Custom Datasets

5. Evaluation

6. Use GPU

Remarks

In the requirements.txt file, you can see the requirements to run the projects and my versions by the time that I upload and work on this repository. So make sure you keep updated by watching this repo so you won't miss out anything!