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minebed

A package to perform Bayesian experimental design by mutual information neural estimation (MINEBED).

Installation

Create and activate a virtual environment, then pip install the package. For example, with conda:

conda create -n env python=3.6
conda activate env

Then to install the package, change directory to the root of the package and:

pip install .

About

Source code for Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation, ICML 2020, https://arxiv.org/abs/2002.08129

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  • Python 100.0%