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Name: Vladislavs Dovgalecs
Type: User
Bio: Interested in Machine learning applications. In love with probabilistic programming.
Vladislavs Dovgalecs's Projects
anagram
Checks if two words are anagrams
awesome-bayes
List of resources for bayesian inference
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
bayesianchangepoint
Bayesian Change Point detection using Infer.NET
bayesopt
BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.
bccwords
Bayesian Text Sentiment Analysis Automated
bernoullimixture
Bernoulli Mixture Model implementation in Infer.NET
binomial-pymc3
Simple demo on recovering Binomial distribution parameters.
crfsuite
CRFsuite: a fast implementation of Conditional Random Fields (CRFs)
dgm
Direct Graphical Models (DGM) C++ library, a simple-to-use Conditional Random Fields library, which is optimized for parallel computing and includes modules for feature extraction, classification and visualization.
elm-c--
Extreme Learning Machine - C++ library
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.
german_tank-pymc3
German tank problem solution using PyMC3.
ina219
Example?
infer-causality
John Winn example on causality
infer.net-ab_testing
Simple A/B testing demo of Beta-Binomial model
infer.net-bayesianregression
Simple Bayesian Regression demo on Challenger disaster data.
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.
jpegcamera
Library to use the LS-Y201 JPEG Serial Camera
learngaussian
Infer.NET demo on learning Gaussian and dealing with missing data
learningtorank
Learning to Rank (LtR) using Infer.NET
libbeta
Sample from Beta distribution
markovmixturemodel
Markov Chain Mixture Model implementation in C# using Infer.NET
markovmodel
Simple first-order markov chain model
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