AndreasAlbert

# Prompt engineering (lol)
txtblk='\e[0;30m' # Black - Regular
txtred='\e[0;31m' # Red
txtgrn='\e[0;32m' # Green
txtylw='\e[0;33m' # Yellow
txtblu='\e[0;34m' # Blue
txtpur='\e[0;35m' # Purple
txtcyn='\e[0;36m' # Cyan
txtwht='\e[0;37m' # White
bldblk='\e[1;30m' # Black - Bold

AndreasAlbert

4.98743183784163, 3.242882208849849e-45
5.41757730409189, 2.5639342424954795e-45
5.929245813790426, 1.8227568748934064e-45
6.368370281644919, 1.4171538600338277e-45
6.917616004316876, 1.0654433531884926e-45
7.429939922419951, 8.376776400682993e-46
7.861071813991824, 6.772815277441482e-46
8.317220692224582, 5.66286798429281e-46
8.73390557078128, 4.708412390718673e-46
9.240701758752962, 3.849684169817995e-46

AndreasAlbert

from vbfml.input.sequences import MultiDatasetSequence,DatasetInfo

mds = MultiDatasetSequence(
    batch_size=10,
    branches=["EventImage_pixelsAfterPUPPI"]
    )

dataset = DatasetInfo(
    name="test",
    files=["merged_2017_train.root"],

AndreasAlbert

import sys

import tensorflow as tf
from tabulate import tabulate
from tqdm import tqdm

from vbfml.training.data import TrainingLoader

loader = TrainingLoader(sys.argv[1])
history = loader.get_history()

AndreasAlbert

commit b5e510e6d95d3a676149f3837bdcfb3c3e49716b
Author: Kevin Pedro <kpedro88@gmail.com>
Date:   Wed May 1 11:25:13 2019 -0500

    import specific Era in tracked cmsRun configs

commit 40d61539e972678f86c65f96876b953ee395c8d2
Author: Suchandra <Suchandra.Dutta@cern.ch mailto:Suchandra.Dutta@cern.ch>
Date:   Fri Nov 30 16:48:53 2018 +0100

AndreasAlbert

import numpy as np
from hepdata_lib import Submission, Table, Variable

sub = Submission()
tab = Table("test")
x = Variable("x", is_independent=True, is_binned=False)
y1 = Variable("y", is_independent=False, is_binned=False)
y2 = Variable("y", is_independent=False, is_binned=False)

phi = np.linspace(0,2*np.pi, 50)

AndreasAlbert

#include<TFile.h>

#include<include/cxxopts.hpp>

#include<interface/ModuleTTreeUnpacker.h>
#include<interface/QCoreFactory.h>
#include<interface/RD53StreamEncoder.h>
#include<interface/AuroraFormatter.h>

using namespace std;

AndreasAlbert

import FWCore.ParameterSet.Config as cms
from FWCore.ParameterSet.VarParsing import VarParsing
from Configuration.StandardSequences.Eras import eras
options = VarParsing('analysis')

options.register(
    "year",
    None,
    VarParsing.multiplicity.singleton,
    VarParsing.varType.int,

AndreasAlbert

import FWCore.ParameterSet.Config as cms

# link to card:
# https://github.com/cms-sw/genproductions/blob/master/bin/Powheg/production/2017/13TeV/Higgs/gg_H_quark-mass-effects_NNPDF31_13TeV/gg_H_quark-mass-effects_NNPDF31_13TeV_template.input

externalLHEProducer = cms.EDProducer("ExternalLHEProducer",
    args = cms.vstring('/cvmfs/cms.cern.ch/phys_generator/gridpacks/2017/13TeV/powheg/V2/gg_H_quark-mass-effects_NNPDF31_13TeV_M125/v1/gg_H_quark-mass-effects_NNPDF31_13TeV_M125_slc6_amd64_gcc630_CMSSW_9_3_0.tgz'),
    nEvents = cms.untracked.uint32(5000),
    numberOfParameters = cms.uint32(1),
    outputFile = cms.string('cmsgrid_final.lhe'),

AndreasAlbert

from hepdata_lib import Table, Submission, Variable

sub = Submission()
table = Table("table")

v = Variable("test_variable",is_binned=False, is_independent=True)

v.values = [1, "label"]

v2 = Variable("test_variable2",is_binned=False, is_independent=False)