Probabilistic language based on pattern matching and constraint propagation, 153 examples
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Updated
May 6, 2024 - C#
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
Printer Nightmare Belief Network from D. Barber "Bayesian Reasoning and Machine Learning"
Demo of Randomized Response model (Infer.NET)
Inferring coin biases in a model with latent selector variable
Bernoulli Mixture Model implementation in Infer.NET
Machine Learning Summer School 2009 workshop example
Implementation of Dirk Hovy's MACE algorithm (NAACL 2013)
Infer.NET: Calibrating reviews of conference submissions
Learning to Rank (LtR) using Infer.NET
Model selection demo using gates.
Simple A/B testing demo of Beta-Binomial model
MBML Assessing People's Skills (Infer.NET)
Markov Chain Mixture Model implementation in C# using Infer.NET
John Winn example on causality
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