buildingblocs-pytorch-nn-2024

Neural Networks with PyTorch

PyTorch Neural Networks materials for BuildingBloCS 2024.

Colab notebooks

Here are the notebooks for the 3 different sections, on Google Colaboratory:

• Linear Regression
• Logistic Regression
• Convolutional Neural Networks

Make sure to “Save a copy in Drive” under your Google account before starting.

Datasets

We will be using the Iris dataset for Logistic Regression, and the CIFAR-10 dataset for CNN.

The Iris dataset is available here as a CSV file, downloaded from Kaggle. The source is from Kaggle and the University of California, Irvine. The CSV can be retrieved over here.

CIFAR-10 can be downloaded from PyTorch directly.