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netmet's Introduction

L1 NetMET

Installation

git clone https://github.com/jaimeleonh/netmet.git
cd netmet
git clone https://gitlab.cern.ch/cms-phys-ciemat/nanoaod_base_analysis.git --branch py3 nanoaod_base_analysis/
git clone https://github.com/jaimeleonh/L1NetMET.git
source setup.sh
law index --verbose #to do only after installation or including a new task

Usage

Training:

law run MLTraining --config-name base --version test

Several parameters can be included, see law run MLTraining --help.

Launching to htcondor is possible via law run MLTrainingWorkflow. In this case, trainings will consider the parameters stored under config/hyperopt.yaml. In case only selected trainings want to be trained, one can add to the previous command --branches 0,1,3-5, where the branch numbers are set in config/hyperopt.yaml, L30.

Validation plots

law run MLValidation --config-name base --version test

Several parameters can be included, see law run MLValidation --help. These parameters will be also used when training.

Similarly, launching to htcondor is possible via law run MLValidationWorkflow.

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