- Setup the BOSS (tested with 7.0.5) environment
- Download the code and compile using CMT
git clone https://github.com/feipengsy/DeepPID.git
# If you are on lxslc7, you could source the following setup.sh to setup ml packages. Otherwise see next section
source DeepPID/setup.sh
cd DeepPID/DeepParticleID/DeepParticleID-00-00-01/cmt
cmt config
make
source setup.sh- Edit your requirements file of your analysis package, add
use DeepParticleID DeepParticleID-* - This is an example code of using the DeepParticleID code:
#include "DeepParticleID/DeepParticleID.h"
StatusCode Analysis::execute() {
//...
DeepParticleID* pid = new DeepParticleID(XGBoost);
pid->calculate(evtRecTrack);
float prob_pi = pid->prob(2);
float prob_K = pid->prob(3);
//...
delete pid;
}