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
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Updated
May 22, 2016 - Jupyter Notebook
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
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
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