Examples

• E6.1A "comb" Function
• E6.2Creating a Magic Square
• E6.3vstack and hstack
• E6.4Checking a Sudoku grid for validity
• E6.5argmax and argmin
• E6.6Using NumPy's loadtxt method
• E6.7The Stroop effect
• E6.8Simulating radioactive decay
• E6.9Covariance with np.cov
• E6.10The correlation between air pressure and temperature
• E6.11The height of liquid in a spherical tank
• E6.12Finding a best-fit straight line
• E6.13Creating a rotation matrix in NumPy
• E6.14Mesh analysis of a electrical network
• E6.15Matrix operations
• E6.16Visualizing linear transformations
• E6.17Fitting the Beer-Lambert law with NumPy
• E6.18Random sampling of evenly-spaced real numbers
• E6.19Simulating coin-tosses
• E6.20The normal distribution
• E6.21Modelling the distribution of \(\mathrm{^{13}C}\) atoms in \(\mathrm{C_{60}}\)
• E6.22The probability of cleaving DNA with EcoRI
• E6.23Blurring an image with a two-dimensional FFT
• E6.24\(k\)-means clustering