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A simple Kullback-Leibler Importance Estimation Procedure python program

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Kullback-Leibler Importance Estimation Procedure

Estimates the density ratio of two density functions without estimating the actual densities.

Examples

Figure1

Figure2

Prerequisites

This code relies upon the python packages:

  • numpy
  • matplotlib
  • scipy

Running

To produce the above graphs run:

./kliep.py

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A simple Kullback-Leibler Importance Estimation Procedure python program

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