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How to Python in computational neuroscience, data mining, and more

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All the tutorials are tested with Python 3.11.x. Older version might have a problem with the new versions of type anotations.

Flow chart

Workflow

Important VS Code notes:

  • You can mark segments of source node with your mouse (or keyboard) and use the TAB key to increase the level of the indentation or use SHIFT + TAB do decrease the indentation level. ​
  • Linux: CTRL + SHIFT + 7 toggles between comment and normal source code.​
  • The function key F2 allows you to change variable and function names. VS Code goes through all the node in your Project directory and changes all occurrences of the function or variable name accordingly. The same is true if you change a file name in a project directory.

Python: The Basics of the basics

Python: Special topics

Numpy: The Basics of the basics

Numpy: Special topics

Numpy: Matlab topics

In the case you know Matlab check here: NumPy for MATLAB users

Matplotlib.pyplot

Pandas

Sci-kit Learn

SciPy

Python: Questions of spectral nature

Python: Daily little helper

OpenCV2 and Python

PyTorch

PyBind11

Tensorflow / Keras

Sympy

Numerical Integration, Differentiation, and Differential Equations

Arduino

Matlab: Basics

{: .topic-optional} This pages are in a rough state. e.g. equations are broken. Don't know why...

Other topics

S1: Advanced Programming (last update 16.02.2024)

Advanced Studies

Non Python tutorials:

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