Examples

E6.1 A "comb" function
E6.2 Creating a Magic Square
E6.3 vstack and hstack
E6.4 Checking a Sudoku grid for validity
E6.5 argmax and argmin
E6.6 Using NumPy's loadtxt method
E6.7 The Stroop effect
E6.8 Simulating radioactive decay
E6.9 Covariance with np.cov
E6.10 The correlation between air pressure and temperature
E6.11 The height of liquid in a spherical tank
E6.12 Finding a best-fit straight line
E6.13 Creating a rotation matrix in NumPy
E6.14 Mesh analysis of a electrical network
E6.15 Matrix operations
E6.16 Visualizing linear transformations
E6.17 Fitting the Beer-Lambert law with NumPy
E6.18 Random sampling of evenly-spaced real numbers
E6.19 Simulating coin-tosses
E6.20 The normal distribution
E6.21 Modelling the distribution of $\mathrm{^{13}C}$ atoms in $\mathrm{C_{60}}$
E6.22 The probability of cleaving DNA with EcoRI
E6.23 Blurring an image with a two-dimensional FFT