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sotte
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PyTorch Tutorial (1.7)

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PyTorch Tutorial

This repository contains material to get started with PyTorch v1.7. It was the base for this [pytorch tutorial] from PyData Berlin 2018.


Table of Contents

PART 0 - Foreword

  • Foreword - Why PyTorch and why not? Why this talk?

PART 1 - Basics

PART 2 - Computer Vision

PART 3 - Misc, Cool Applications, Tips, Advanced

PART -2 - WIP and TODO

  • TODO
    nn
    and
    nn.Module
  • TODO Deployment
  • TODO Deployment with TF Serving
  • TODO
    nn.init
  • TODO PyTorch C++ frontend

PART -1 - The End


Setup

Requirements

  • Python 3.8

Install Dependencies

python3.8 -m venv .venv
source .venv/bin/activate.fish
pip install -r requirements.txt

Optional

Run the following to enable the jupyter table of contents plugin:

bash
jupyter labextension install @jupyterlab/toc
jupyter nbextension enable --py widgetsnbextension

Download data and models

Download data and models for the tutorial:

python download_data.py

Then you should be ready to go. Start jupyter lab:

jupyter lab

Prior Versions

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