Bandit Cats and Exploration-Exploitation Trade-Off
An interactive application that demonstrates the differences in reinforcement learning algorithms for dealing with the multi-armed bandit problem.
May 13, 2021
ROC Curve Simulation
Calculations behind ROC (Receiver operating characteristic) curve for the binary classification problem.
May 18, 2020
Normal Approximation to Binomial Distribution
Shiny app that demonstrates how binomial distribution can be approximated using the normal distribution.
Apr 25, 2020
Bayes Rule and Disease Testing
An example of applying Bayes' rule in the context of a disease test.
Apr 10, 2020