Computational Neuroscience, Machine Learning and Python tutorials
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| _layouts | ||
| css | ||
| glob | ||
| matlab | ||
| numpy_fft_1 | ||
| numpy_random | ||
| python_typing | ||
| pywavelet | ||
| scipy.signal_butterworth | ||
| SVD_data_cleaning | ||
| TQDM | ||
| Truth_Value_Testing | ||
| _config.yaml | ||
| LICENSE | ||
| README.md | ||
How to Python in computational neuroscience, data mining, and more
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- TOC {:toc}
All the tutorials are tested with Python 3.11.x. Older version might have a problem with the new versions of type anotations.
Python: The Basics of the basics
Python: Data analysis
Python: Questions of spectral nature
- Numpy: rfft and spectral power
- scipy.signal: Butterworth low, high and band-pass
- PyWavelets: Wavelet Transforms in Python
Python: Daily little helper
Matlab: Basics
Note: I will transfer https://www.neurotec.uni-bremen.de/drupal/teaching to this new place (and update it).