如何在centos7上安装shap?
安装系统依赖
yum install epel-release centos-release-scl -y && yum clean all && yum make cache # llvm9.0 is in epel, gcc9 in scl yum install -y llvm9.0 llvm9.0-devel python36-devel devtoolset-9-gcc devtoolset-9-gcc-c++ make cmake
配置安装环境
whereis llvm-config-9.0-64 # find your `llvm-config` path # llvm-config-9: /usr/bin/llvm-config-9.0-64 export LLVM_CONFIG=/usr/bin/llvm-config-9.0-64 # set to your path scl enable devtoolset-9 bash
安装shap
pip -v install numpy==1.19.1 # prepare shap dependency pip -v install scikit-learn==0.23.1 # prepare shap dependency pip -v install shap==0.28.5