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)
Bernoulli Mixture Model implementation in Infer.NET
Machine Learning Summer School 2009 workshop example
Inferring coin biases in a model with latent selector variable
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
John Winn example on causality
MBML Assessing People's Skills (Infer.NET)
Markov Chain Mixture Model implementation in C# using Infer.NET
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