dimi-tree/bayesian.md

## bayesian.md

      
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              bayesian.md
            
          
    Bayesian Modelling in Python
Probability and Monte Carlo methods
Calculating the Overlap of Two Normal Distributions Using Monte Carlo Integration
MCMC sampling - how it works
Computing a Bayesian Estimate of Star Rating Means - Long
Analyzing a small dataset with 1-5 ratings - Short
Understanding empirical Bayes estimation (using baseball statistics)
bayes.js: A Small Library for Doing MCMC in the Browser
Bayesian Logistic Regression with PyMC3
Kalman and Bayesian Filters in Python
How to become a Bayesian in eight steps
GIBBS Sampling for the uninitiated
MCMC and Bayes in the browser
MCMC sampling for dummies

  
## probability.md

      
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              probability.md
            
          
    Statistics for Hackers
Common Probability Distributions

  
## projects.md

      
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              projects.md
            
          
    PyMC3 example