Main finished notebooks
gradient_descent - simplistic visualization of 1D and 2D gradient descent.
bag_of_visual_words - tf-idf reweighting for visual bag of words in pictures.
homogeneous_coords - couple of geometric operation for homogeneous points.
Interpolation - mainly thoughts about cubic interpolation and how to apply interpolations for scaling up images.
system_of_linear_equations - overview of how to solve Ax=b and Ax=0
local_image_operators - local image operators. Applying Binomial, Box and Sobel filter.
topological_sorting - code snippet to practice graph search using topological sorting.
Kullback_Leibler - an example of comparing two 1D discrete distribution using Kullback-Leibler divergence.
ml_regression - maximum likelihood estimation for linear regression. Bundle adjustment as a ML estimation method