Probabilistic language based on pattern matching and constraint propagation, 153 examples
Sample code for the Model-Based Machine Learning book.
Simple Bayesian Regression demo on Challenger disaster data.
Simple demo of Zero-Inflated Poisson (ZIP) model using Infer.NET framework
Demo of Randomized Response model (Infer.NET)
Printer Nightmare Belief Network from D. Barber "Bayesian Reasoning and Machine Learning"
Inferring coin biases in a model with latent selector variable
Infer.NET: Calibrating reviews of conference submissions
Implementation of Dirk Hovy's MACE algorithm (NAACL 2013)
John Winn example on causality
Model selection demo using gates.
Learning to Rank (LtR) using Infer.NET
Machine Learning Summer School 2009 workshop example
Bernoulli Mixture Model implementation in Infer.NET
MBML Assessing People's Skills (Infer.NET)
Markov Chain Mixture Model implementation in C# using Infer.NET
Simple A/B testing demo of Beta-Binomial model
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