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Merging in Changes to Analysis Template Script #66

Merged
merged 8 commits into from
Nov 1, 2024
68 changes: 68 additions & 0 deletions examples/3d_config.yaml
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io:
# runlist of runs for analysis (one run number per line)
runlist: "/raid/romulus/swong/ED490/Eventdisplay_AnalysisScripts_VTS/scripts/crab_test.txt"
# datastore containing DL3 files to use for bkg generation
search_datastore : "/raid/romulus/dl3/ed/dl3_fullenclosure_moderate2tel/"
# DL3 file location (without bkgs)
in_dir : "/raid/romulus/swong/mydl3/crabtest/"
# where to write DL3 files with appended bkgs
out_dir : "/raid/romulus/swong/mydl3/crabtestbkgs3d/"

# Whether or not to generate the background from the run
from_run : false
# Whether or not to analyze runs from a runlist or all runs in the results_dir
from_runlist: true
# whether or not to generate 3D bkgs (generate 2D if false)
3d_bkg: true

binning:
# Energy binning
e_min: 0.1
e_max: 100
e_bins: 10
# Offset/wobble binning
off_min: 0
off_max: 3.5
off_bins: 35

# for parallel processing - this won't work for 3D currently
config:
njobs : 16

exclusion:
star_cat : "./Hipparcos_MAG8_1997.dat"
# Exculde region around a simbad resolveable source name
# Expecting name, exclusion
exclude_source_name :
# Exculde region around a given ra, dec
exclude_regions :
# Exculde region around a given ra, dec
# Exculde region around a given ra, dec
# exclude_source_pos : [ ("287.10 deg", "6.39 deg", "0.5 deg"]
# Exculde entire run within a distance to a given ra/dec
# Expecting ra, dec, exclusion
# exclude_source_run : [ ("287.10 deg", "6.39 deg", "3.5 deg"]


background_selection:
# maximum allowable difference in NSB
nsb_diff : 1.5
# maximum 1/sin(el) difference
el_diff : 1
# maximum az difference
az_diff : 45
# Minimum number of telescopes
n_tels : 4
# Maximum time between runs in days - set to be arbitrarily large if using same_szn
time_max : 180
# Whether or not to smooth the background
smooth : false
smooth_sigma : 1
# Whether bkgs should come from same season as data
same_szn : true
# how much data to use as bkgs - otherwise uses full datastore
time_request : 50
# if time request is set, KL divergence needs to be true (finds closest bkgs in parameter space)
KL_DIV: true
# whether or not to store the runs used as bkgs
store_KL: false
325 changes: 110 additions & 215 deletions examples/RBM_analysis.ipynb

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