https://github.com/drvinceknight/python-mathematics-handbook

A set of notebooks for an introduction to Python for Mathematicians.
https://github.com/drvinceknight/python-mathematics-handbook

mathematics

Last synced: 7 months ago
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A set of notebooks for an introduction to Python for Mathematicians.

• Host: GitHub
• URL: https://github.com/drvinceknight/python-mathematics-handbook
• Owner: drvinceknight
• License: mit
• Created: 2017-02-12T15:13:39.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2021-12-30T20:04:45.000Z (almost 4 years ago)
• Last Synced: 2025-05-07T13:07:25.431Z (7 months ago)
• Topics: mathematics
• Language: Jupyter Notebook
• Size: 361 KB
• Stars: 171
• Watchers: 13
• Forks: 90
• Open Issues: 6
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# Doing mathematics with Python

- Aimed at Mathematicians with little to no Python knowledge.

- All documents are written as [Jupyter notebooks](./nbs/).

## Topics covered:

1. [Basic Python](00-Studying-Mathematics-with-Python.ipynb)

2. [Using Sympy](01-Symbolic-mathematics-with-Sympy.ipynb) for symbolic

   mathematics.

3. [Using Numpy](02-Linear-algebra-with-Numpy.ipynb) for linear algebra.

4. [Using Pandas](03-Data-analysis-with-Pandas.ipynb) for basic handling of

   data.

5. [Using matplotlib for visualisation](04-Visualisation-with-matplotlib.ipynb)

   for visualisation.

## Creating the pdfs and tex files:

Create the conda environment from the file:

    $ conda env create -f environment.yml

Source the conda environment:

    $ conda source pfm

Run the following command:

    $ inv main

## Testing the notebooks

It is possible to test that the notebooks run:

    $ inv test