marcon21 / pyconx-pytorch-from-ground-up

PyConX: PyTorch from Ground Up

This repo contains material for "PyTorch from Ground Up", a training session at PyConX. The material in this repo is derived from the one from PyCon9 by orobix.

How to launch

$ cd PyConX-Pytorch-from-Ground-Up
$ jupyter notebook

Data

Download and unzip the "data.zip" file from one of these links, put the unzipped "data" directory in the root folder for the training.

• https://bit.ly/2qstREA (DropBox)
• https://bit.ly/2EI4NOY (GDrive)
• https://bit.ly/2vdLLAF (iCloud)
• https://goo.gl/uHm37T (OneDrive)

Done. Thank you for your attention!

Requirements

matplotlib>=3.0.2
torch>=1.0.0
torchvision>=0.2.1
numpy>=1.16.0
notebook>=5.7.4
Pillow>=5.4.1
scikit_learn>=0.20.2
tqdm>=4.29.1

Requirements Installation

• pytorch, torchvision: follow instruction from here
• pillow: conda install pillow if you are using conda OR pip install Pillow otherwise
• others: conda install <package>if you are using conda OR pip install <package> otherwise

Useful Links

• PyTorch Documentation: http://pytorch.org/docs/stable/index.html
• torchvision Documentation: http://pytorch.org/docs/master/torchvision/