Scientific Python and Julia tutorials

2 of 216 tutorials

python cross-disciplinary scipy.signal Clear all

Tool Python Intermediate 30 min

Smoothing splines with scipy.interpolate: acceleration from noisy positions

Afterwards you can fit a smoothing spline to noisy data with scipy.interpolate, choose how much it smooths, and take derivatives the noise does not swamp.

Interpolation and approximationNumerical calculus Cross-disciplinary

Concept Python Intermediate 35 min

The wavelet transform: which frequencies a signal contains, and when

Afterwards you can explain what a wavelet transform measures, why its time and frequency resolution change with scale, and when to prefer it to an STFT.

Signal processing Cross-disciplinary