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Repository for Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel, NeurIPS 2022

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ChangYong-Oh/LAW2ORDER

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LAW2ORDER

1. Set up

###1. Set a conda virtual environment

conda create -n LAW2ORDER python=3.8 anaconda --yes

###2. Clone the repository

git clone https://github.com/ChangYong-Oh/LAW2ORDER.git

###3. Install required packages

conda activate LAW2ORDER
conda install --file requirements.txt

####3-1. Structure Learning

conda install -c r r-base=3.6.1

Install R packages

install.packages("bnlearn")
if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")
BiocManager::install("graph")

###4. Set paths Set path variables [DATA_DIR, EXP_DIR] appropriate to your machine in the file below

LAW2ORDER/experiments/config_file_path.py

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