Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDyg

Shiny app to demonstrate bayesian inference using binomial likelihood and beta prior

Comparing test scores between groups and estimating uncertainty in differences with Bayesian methods.

Notes for Data Science 350 Class

A/B testing using frequentist and Bayesian approaches

An AI testbed using iOS and your music

Assignments done as a part of my SMAI-Course

Short overview of Bayesian Analysis

A variation of Pacman arcade game designed to train Pacman agents that use sensors to locate and eat invisible ghosts with phenomenal efficiency. Used Joint Particle Filter algorithm in AI to get 30% optimized results.

Some of experiences in Machine Learning field

A naive Bayes (Chinese) text classifier in java

Mathematics Developers Survey (a Bayesian approach)

Bayesian methods in deep learning Summer School

Create and american sign language recognizer with hidden markov models

ML assignments from CSci 5525 at UMN

machine leaning dengan menggunakan data fakta 5 dimensi dengan menggunakan metode bayes

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Illustrating and exploring machine learning