Skip to content

FSDL-2022-Labs-1-3 pre labs

Lab Colab Video
Lab 01: Deep Neural Networks in PyTorch open-in-colab yt-logo
Lab 02a: PyTorch Lightning open-in-colab yt-logo
Lab 02b: Training a CNN on Synthetic Handwriting Data open-in-colab yt-logo
Lab 03: Transformers and Paragraphs open-in-colab yt-logo

Lab 01: Deep Neural Networks in PyTorch

Within Jupyter, peek into the code of a module by using ?? e.g.

import text_recognizer.data.util as util
util??

This Lab builds a model from scratch using Python/Pytorch.

Lab 02a: Pytorch Lightning

Brown Corpus

Lightning can be thought of a way to organise Pytorch code. See here

Lab 02b: Training a CNN on Synthetic Handwriting Data

Lab 03: Transformers and Paragraphs