dimi-tree/bayesian.md

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probability

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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

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probability.md

Statistics for Hackers

Common Probability Distributions

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projects.md

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