## Harris Corner Detector implementation in python

The Harris corner detection algorithm also called the Harris & Stephens corner detector is one of the simplest...

## Converting Color Images to Grayscale using numpy and some Mathematics

An extremely magnified image at the end is just blocks of colors called pixels, where each pixel is...

## Mathematics of Principal component analysis

Principal component analysis is a method used to reduce the number of dimensions in a dataset without losing...

## Maths behind Polynomial regression

Polynomial regression is a process of finding a polynomial function that takes the form f( x ) = c0 + c1 x + c2 x2 ⋯ cn xn where n is the degree of the...

## Evaluating the fitness of a modal with a cost function

Previously we derived a simple linear regression modal for our Pizza price dataset. We built a modal that...

## Math behind Linear Regression with Python code

Simple linear regression is a statistical method you can use to study relationships between two continuous (quantitative) variables: independent...

## Possibly the easiest explanation of differentiation and Integration in Calculus

I have read a lot of books on Calculus but “Calculus Made Easy” by Silvanus P. Thompson stands...

## Markow chain explained in simple words

Markow chain is a probabilistic process used to predict the next step based on the probabilities of the existing...

## The Four Color Theorem

Four color theorem states that any given plane figure separated by lines can be colored using not more...