Huilin Qu hqucms

## JetTaggingTutorial.md

      
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                hqucms
                / JetTaggingTutorial.md
            
            
              Created
              October 13, 2021 22:26
            
          
    Jet Tagging Tutorial

Setup Weaver and weaver-benchmark

# prerequisite: install the dependent packages
# https://github.com/hqucms/weaver#set-up-your-environmen

git clone https://github.com/hqucms/weaver.git
cd weaver

  
## calcPDFSyst.py
import numpy as np
import scipy.stats
import uproot
import awkward as ak
import yaml
import json
import os
import argparse


## convert_top.py
#!/usr/bin/env python
# coding: utf-8

# In[1]:


import os
import logging
logging.basicConfig(level=logging.DEBUG, format='[%(asctime)s] %(levelname)s: %(message)s')
import pandas as pd

## pdf2png.py
#!/usr/bin/env python
"""Convert PDF to PNG with convert program
"""
import sys
import subprocess
import getopt

# add -trim to avoid extra borders
convert = "convert -trim -antialias -alpha on -channel rgba -fuzz 5%"
density = 300

## rsync_parallel.sh
#!/bin/zsh
set -e

# Usage:
#   rsync_parallel [--parallel=N] [rsync args...]
#
# Options:
#   --parallel=N	Use N parallel processes for transfer. Defaults to 10.
#
# Notes:

## xgboost2tmva.py
import re
import xml.etree.cElementTree as ET
regex_float_pattern = r'[-+]?(\d+(\.\d*)?|\.\d+)([eE][-+]?\d+)?'

def build_tree(xgtree, base_xml_element, var_indices):
    parent_element_dict = {'0':base_xml_element}
    pos_dict = {'0':'s'}
    for line in xgtree.split('\n'):
        if not line: continue
        if ':leaf=' in line:

## tmux_local_install.sh
#!/bin/bash
# Source: https://gist.github.com/ryin/3106801
# Script for installing tmux on systems where you don't have root access.
# tmux will be installed in $HOME/local/bin.
# It's assumed that wget and a C/C++ compiler are installed.

# exit on error
set -e

TMUX_VERSION=2.9a
	import numpy as np
	import scipy.stats
	import uproot
	import awkward as ak
	import yaml
	import json
	import os
	import argparse
	#!/usr/bin/env python
	# coding: utf-8

	# In[1]:


	import os
	import logging
	logging.basicConfig(level=logging.DEBUG, format='[%(asctime)s] %(levelname)s: %(message)s')
	import pandas as pd
	#!/usr/bin/env python
	"""Convert PDF to PNG with convert program
	"""
	import sys
	import subprocess
	import getopt

	# add -trim to avoid extra borders
	convert = "convert -trim -antialias -alpha on -channel rgba -fuzz 5%"
	density = 300
	#!/bin/zsh
	set -e

	# Usage:
	# rsync_parallel [--parallel=N] [rsync args...]
	#
	# Options:
	# --parallel=N Use N parallel processes for transfer. Defaults to 10.
	#
	# Notes:
	import re
	import xml.etree.cElementTree as ET
	regex_float_pattern = r'[-+]?(\d+(\.\d*)?\|\.\d+)([eE][-+]?\d+)?'

	def build_tree(xgtree, base_xml_element, var_indices):
	parent_element_dict = {'0':base_xml_element}
	pos_dict = {'0':'s'}
	for line in xgtree.split('\n'):
	if not line: continue
	if ':leaf=' in line:
	#!/bin/bash
	# Source: https://gist.github.com/ryin/3106801
	# Script for installing tmux on systems where you don't have root access.
	# tmux will be installed in $HOME/local/bin.
	# It's assumed that wget and a C/C++ compiler are installed.

	# exit on error
	set -e

	TMUX_VERSION=2.9a