Scientific Python and Julia tutorials

2 of 114 tutorials

Tool Python Intermediate 35 min

Zernike polynomials in NumPy: a telescope's wavefront and Strehl ratio

Afterwards you can fit a measured wavefront with Zernike polynomials in NumPy, name its aberrations, and get the Strehl ratio from the point spread function.

Curve fittingInterpolation and approximation Biology, Engineering, Physics

Tool Python Intermediate 35 min

Kriging with PyKrige: a groundwater map from forty wells and how sure it is

Afterwards you can fit a variogram to scattered data, krige it onto a map with its uncertainty using PyKrige, and check model and map by cross-validation.

Interpolation and approximationSpatial data and geometry Engineering, Geology