/Scientific-Computing-Workshop-E21

A 3 day workshop on scientific computing with Python assuming previous experience with programming and going through object-oriented programming, numpy and basic linear algebra and finally implementing a simple neural network.

Primary LanguageJupyter NotebookMIT LicenseMIT

Scientific Computing with Python Workshop

This repository contains all of the code and data related to the Fall 2021 (F21) Python workshop for Cognitive Science at Aarhus University, Faculty of Arts. The workshop is taught by Center for Humanities Computing Aarhus, any inquiries can be addressed to CHCAA. The workshop is a 3-day on scientific computing with Python. It assumes previous experience with programming and going through object-oriented programming, Numpy and fundamental linear algebra and, lastly, implementing a simple neural network.

This repository is in active development.

Repo structure

This repository has the following directory structure:

Column Description
day-1-oob All materials from day 1 covering basic Python object and object-oriented programming
day-2-numpy All materials from day 2 covering Numpy and fundamental linear algebra and a tiny bit of matplotlib.
day-3-neural-networks All materials from day 3 covering neural networks.

Contributing

  1. Fork it!
  2. Create your feature branch: git checkout -b my-new-feature
  3. Commit your changes: git commit -am 'Add some feature'
  4. Push to the branch: git push origin my-new-feature
  5. Submit a pull request

License

This project is licensed under the MIT License - see the LICENSE.md file for details.