# gaussian

## Square roots of Gaussian integers

In previous post I showed how to compute the square root of a complex number. I gave as an example…

## How to Use Power Transforms for Machine Learning

Last Updated on May 18, 2020Machine learning algorithms like Linear Regression and Gaussian Naive Bayes assume the numerical variables have…

## Build Better and Accurate Clusters with Gaussian Mixture Models

Expectation-Maximization in Gaussian Mixture Models Implementing Gaussian Mixture Models for Clustering in Python   Introduction to Clustering Before we kick…

## Gaussian Mixture Models Explained

Don’t worry. I’ll try to keep the notation as clean as possible for better understanding of the derivations. First, let’s…

## Simple example of 2D density plots in python

Simple example of 2D density plots in pythonHow to visualize joint distributionsMadalina CiortanBlockedUnblockFollowFollowingMar 10This post will show you how to:Use a…

## An intuitive guide to Gaussian processes

An intuitive guide to Gaussian processesA maths-free explanation of an underappreciated algorithmOscar KnaggBlockedUnblockFollowFollowingJan 15Gaussian processes are a powerful algorithm for…

## Finding Land Area of Farm Plots Using Edge Detection

It’s possible that the values in the Sobel filter need to be played with to obtain these more blended regions.The…

## A Kernel for Mapping with Gaussian Processes

I ended up using this function because the computation of the geopy distance takes too long for gaussian process regression.Here…