# PyTorch-101-Tutorial-Series

**Repository Path**: ifun2021/PyTorch-101-Tutorial-Series

## Basic Information

- **Project Name**: PyTorch-101-Tutorial-Series
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2024-08-05
- **Last Updated**: 2024-08-05

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# PyTorch-101-Tutorial-Series

This Github Repo contains the supporting Jupyter-notebooks for the [Paperspace blog series on PyTorch](https://blog.paperspace.com/pytorch-101-understanding-graphs-and-automatic-differentiation/) covering everything from the basic building blocks all the way to building custom architectures. The series has following parts

## 1-Click Notebooks 


| Blog Post     |      1-Click Notebook      |
|:----------|------|
|  [PyTorch 101 Part 1 - Understanding Computation Graphs and Autograd](https://blog.paperspace.com/pytorch-101-understanding-graphs-and-automatic-differentiation)  | [![Gradient](https://assets.paperspace.io/img/gradient-badge.svg)](https://console.paperspace.com/github/Paperspace/PyTorch-101-Tutorial-Series/blob/master/PyTorch%20101%20Part%201%20-%20Computational%20Graphs%20and%20Autograd%20in%20PyTorch.ipynb) |
|  [PyTorch 101 Part 2 - Building Neural Networks With PyTorch](https://blog.paperspace.com/pytorch-101-building-neural-networks)  | [![Gradient](https://assets.paperspace.io/img/gradient-badge.svg)](https://console.paperspace.com/github/Paperspace/PyTorch-101-Tutorial-Series/blob/master/PyTorch%20101%20Part%202%20-%20Building%20Neural%20Networks%20With%20PyTorch.ipynb) |
|  [PyTorch 101 Part 3 - Going Deeper with PyTorch](https://blog.paperspace.com/pytorch-101-advanced/)  | [![Gradient](https://assets.paperspace.io/img/gradient-badge.svg)](https://console.paperspace.com/github/Paperspace/PyTorch-101-Tutorial-Series/blob/master/PyTorch%20101%20Part%203%20-%20Advance%20PyTorch%20Usage.ipynb) |
|  [PyTorch 101 Part 4 - Memory Management and Using Multiple GPUs](https://blog.paperspace.com/pytorch-memory-multi-gpu-debugging/)  | [![Gradient](https://assets.paperspace.io/img/gradient-badge.svg)](https://console.paperspace.com/github/Paperspace/PyTorch-101-Tutorial-Series/blob/master/PyTorch%20101%20Part%204%20-Memory%20management%20and%20Multi-GPU%20Usage%20in%20PyTorch.ipynb) |
|  [PyTorch 101 Part 5 - Understanding Hooks](https://blog.paperspace.com/pytorch-101-advanced/)  | [![Gradient](https://assets.paperspace.io/img/gradient-badge.svg)](https://console.paperspace.com/github/Paperspace/PyTorch-101-Tutorial-Series/blob/master/PyTorch%20101%20Part%205%20-%20Understanding%20Hooks%20) |

The notebooks and links for the rest of the parts will be updated as and when they are published.