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0001 Bootstrap: docker
0002 From: centos:7
0003
0004 %files
0005 hyperparameteropt_nevergrad.py /opt
0006 bdt_0409 /opt
0007
0008 %post
0009 yum update -q -y\
0010 && yum install -q -y wget make git gcc openssl-devel bzip2-devel libffi-devel which pip
0011
0012 ln -s /usr/bin/python3 /usr/bin/python
0013
0014 pip install --upgrade pip
0015 pip install nevergrad
0016 pip install theano keras h5py matplotlib tabulate
0017 pip install bayesian-optimization
0018 pip install xgboost
0019 pip install lightgbm
0020
0021
0022 %environment
0023 # export LC_ALL=C
0024 # export PATH=/usr/games:$PATH
0025
0026 %labels
0027 Maintainer iDDS_HPO_Nevergrad(wen.guan@cern.ch)
0028 Version v1.0
0029
0030 %runscript
0031 echo "iDDS ML hyper parameter optimization plugin"
