Fundamentals of Compute Science (FCS) Course

A set of introductory lab notebooks that we prepared for the Fundamentals of Computer Science (FCS) course at the University of St. Gallen. The content of the notebooks is based on Python, IPython Notebook, and PyTorch.

This is currently work in progress so expect minor errors and some rough edges ;)

Running the Lab Notebooks in Binder:

Lab 01: "Supervised Deep Learning - ANNs" ()

Lab 02: "Supervised Deep Learning - CNNs" ()

Running the Lab Notebooks in Google's Colab:

Lab 01: "Supervised Deep Learning - ANNs" (CPU: ) (GPU: )

Lab 02: "Supervised Deep Learning - CNNs" (CPU: ) (GPU: )

Running the Lab Notebooks in Microsoft's Azure Cloud:

Cloning the repository to Azure Notebooks:

Getting Started

Install dependencies via pip install -r requirements.txt.

Questions?