# pytorchTutorial

**Repository Path**: permutate/pytorchTutorial

## Basic Information

- **Project Name**: pytorchTutorial
- **Description**: PyTorch Tutorials from my YouTube channel
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-02-02
- **Last Updated**: 2021-02-02

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

PyTorch Beginner Tutorials from my YouTube channel.

## Watch the Playlist
  [![Alt text](https://img.youtube.com/vi/EMXfZB8FVUA/hqdefault.jpg)](https://www.youtube.com/watch?v=EMXfZB8FVUA&list=PLqnslRFeH2UrcDBWF5mfPGpqQDSta6VK4)
  
  1. Installation
  2. Tensor Basics
  3. Autograd
  4. Backpropagation
  5. Gradient Descent With Autograd and Backpropagation
  6. Training Pipeline: Model, Loss, and Optimizer
  7. Linear Regression
  8. Logistic Regression
  9. Dataset and DataLoader
  10. Dataset Transforms
  11. Softmax And Cross Entropy
  12. Activation Functions
  13. Feed-Forward Neural Net
  14. Convolutional Neural Net (CNN)
  15. Transfer Learning
  16. Tensorboard
  17. Save and Load Models