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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.
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## Python: The Basics of the basics
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* [Hello, Python ](python_basics/hello_python/README.md )
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* [Style Rulez ](python_basics/style_rulez/README.md )
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* [Programming Recommendations ](python_basics/programming_recommendations/README.md )
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* [Basic Math Operations ](python_basics/basic_math_operations/README.md )
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* [Truth Value Testing ](python_basics/truth_value_testing/README.md )
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* [Formatted String Literals ](python_basics/formatted_string_literals/README.md )
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* [Flow control: match case ](python_basics/match/README.md )
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* [Files ](python_basics/files/README.md )
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* [Creating order via sub-directories: os.makedirs ](python_basics/os_makedirs/README.md )
* [Finding files in a directory: glob ](python_basics/glob/README.md )
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* [Class ](python_basics/class/README.md )
* [Exceptions ](python_basics/exceptions/README.md )
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## Numpy
* [Beyond normal np.save ](numpy_save_special/README.md )
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* [Dealing with Matlab files ](numpy_mat_files/README.md )
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## Python: Data analysis
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* [Numpy: Random numbers the non-legacy way ](numpy_random/README.md )
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* [Remove a common signal from your data ](SVD_data_cleaning/README.md )
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## Python: Questions of spectral nature
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* [Numpy: rfft and spectral power ](numpy_fft_1/README.md )
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* [scipy.signal: Butterworth low, high and band-pass ](scipy.signal_butterworth/README.md )
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* [PyWavelets: Wavelet Transforms in Python ](pywavelet/README.md )
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## Python: Daily little helper
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* [TQDM: Make your progress visible ](TQDM/README.md )
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## PyTorch
* [Layers ](pytorch/layers/README.md )
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## Matlab: Basics
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* [Basic Structure of a Computer ](matlab/1/README.md )
* [Representation of Numbers in the Computer ](matlab/2/README.md )
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Note: I will transfer [https://www.neurotec.uni-bremen.de/drupal/teaching ](https://www.neurotec.uni-bremen.de/drupal/teaching ) to this new place (and update it).
