Package jline.examples.java.inference

Class InferenceExamples

java.lang.Object

jline.examples.java.inference.InferenceExamples

public class InferenceExamples
extends Object

Java twin of the inference example scripts (matlab/examples/inference, python/examples/inference, cpp/examples/inference).

Constructor Summary

Constructors

Constructor	Description
InferenceExamples()

Method Summary

Modifier and Type	Method	Description
static void	est_vi_closed()	Variational inference for Markovian queueing networks, on a closed loop.
static void	main(String[] args)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

InferenceExamples

public InferenceExamples()

Method Details

est_vi_closed

public static void est_vi_closed()

Variational inference for Markovian queueing networks, on a closed loop. Method "vi" (I. Perez, G. Casale, Adv. Appl. Prob. 53(3), 2021) infers service rates from NOISY QUEUE-LENGTH READINGS taken over time: each reading is exact with probability 1-epsilon and uniform over the remaining feasible values otherwise. Unlike the other estimators it returns a conjugate Gamma POSTERIOR per rate, not only a point estimate. It reads the queue lengths of EVERY station, not only the estimated one: the transition counts the method is written in are pinned by the whole picture.

main

public static void main(String[] args)