Computational Neuroscience, Machine Learning and Python tutorials
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Signed-off-by: David Rotermund <54365609+davrot@users.noreply.github.com> |
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glob | ||
matlab | ||
numpy_fft_1 | ||
numpy_random | ||
python_typing | ||
pywavelet | ||
scipy.signal_butterworth | ||
SVD_data_cleaning | ||
TQDM | ||
Truth_Value_Testing | ||
_config.yaml | ||
LICENSE | ||
logo_ub_2021.png | ||
README.md |
How to Python in computational neuroscience, data mining, and more
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).