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