Vladislavs Dovgalecs's repositories
Infer.NET-BayesianRegression
Simple Bayesian Regression demo on Challenger disaster data.
em-prior-adjust
Implementation of the method presented "Adjusting the Outputs of a Classifier to New a Priori Probabilities: A Simple Procedure" by Saerens et al, 2002.
PrinterNightmare
Printer Nightmare Belief Network from D. Barber "Bayesian Reasoning and Machine Learning"
RandomizedTest
Demo of Randomized Response model (Infer.NET)
ZeroInflatedPoisson-Infer.NET
Simple demo of Zero-Inflated Poisson (ZIP) model using Infer.NET framework
awesome-bayes
List of resources for bayesian inference
BayesianChangePoint
Bayesian Change Point detection using Infer.NET
BernoulliMixture
Bernoulli Mixture Model implementation in Infer.NET
Infer-Causality
John Winn example on causality
Infer.NET-AB_testing
Simple A/B testing demo of Beta-Binomial model
Infer.NET-Conference
Infer.NET: Calibrating reviews of conference submissions
Infer.NET-Counting
Machine Learning Summer School 2009 workshop example
Infer.NET-GatingExample
Gating example for inference using Infer.NET
Infer.NET-LatentCoins
Inferring coin biases in a model with latent selector variable
Infer.NET-MACE
Implementation of Dirk Hovy's MACE algorithm (NAACL 2013)
Infer.NET-Pyramid
Inference in a pyramid
InferNET-ModelSelection
Model selection demo using gates.
LearnGaussian
Infer.NET demo on learning Gaussian and dealing with missing data
LearningToRank
Learning to Rank (LtR) using Infer.NET
MarkovMixtureModel
Markov Chain Mixture Model implementation in C# using Infer.NET
MarkovModel
Simple first-order markov chain model
MBML-Skills
MBML Assessing People's Skills (Infer.NET)
musializer
Music Visualizer
tensorflow_cpp_packaging
Scripts to create Debian packages with the Tensorflow C/C++ API for Ubuntu x86_64 and Raspberry Pi
WhileMyMCMCGentlySamples
my blog