Exploration Log
Notes on explorations on various topics of interest
2020

TicTacToe AI Opponent with Set and Probability
Tictactoe AI implementation using probabilitybased weighed movesMay 23, 2020

From Raw and Central Moments to Standardized Moment
How raw and central moments are used to compose the standardized momentMay 21, 2020

Binomial Distribution and Hypergeometric Distribution
Diving into the mathematical relation between the two distributionsMay 16, 2020

CrossEntropy and KullbackLeibler Divergence
Measuring the distance between prediction and reality in terms of encoding efficiencyMay 14, 2020

Deriving Poisson Probability Function from Binomial Distribution
Looking at how the Poisson probability function is constructed from binomial formulaMay 6, 2020

Konigsberg Bridge Problem
Revisiting Konigsberg bridge problem and the Euler's circuitMay 1, 2020

Shannon Entropy and Uncertainty of Information
An attempt to better understand Shannon entropy as a measurement of uncertaintyApr 25, 2020

Image Processing Convolution Kernels
Looking at convolution kernels commonly used for image processingApr 20, 2020