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config.yaml
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config.yaml
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mc_tel_ids:
LST-1: 1
MAGIC-I: 2
MAGIC-II: 3
LST:
image_extractor:
type: "LocalPeakWindowSum"
window_shift: 4
window_width: 8
increase_nsb:
use: true
extra_noise_in_dim_pixels: 1.2
extra_bias_in_dim_pixels: 0.5
transition_charge: 8
extra_noise_in_bright_pixels: 1.2
increase_psf:
use: true
smeared_light_fraction: 0.125
tailcuts_clean:
picture_thresh: 8
boundary_thresh: 4
keep_isolated_pixels: false
min_number_picture_neighbors: 2
time_delta_cleaning:
use: true
min_number_neighbors: 1
time_limit: 2
dynamic_cleaning:
use: true
threshold: 267
fraction: 0.03
use_only_main_island: false
MAGIC:
image_extractor:
type: "SlidingWindowMaxSum"
window_width: 5
apply_integration_correction: false
charge_correction:
use: true
correction_factor: 1.143
magic_clean:
use_time: true
use_sum: true
picture_thresh: 6
boundary_thresh: 3.5
max_time_off: 4.5
max_time_diff: 1.5
find_hotpixels: true
pedestal_type: "from_extractor_rndm"
muon_ring:
thr_low: 25
tailcut: [12, 8]
ring_completeness_threshold: 25
event_coincidence:
timestamp_type_lst: "dragon_time" # select "dragon_time", "tib_time" or "ucts_time"
window_half_width: "300 ns"
time_offset:
start: "-10 us"
stop: "0 us"
stereo_reco:
quality_cuts: "(intensity > 50) & (width > 0)"
theta_uplim: "6 arcmin"
energy_regressor:
settings:
n_estimators: 150
criterion: "squared_error"
max_depth: 50
min_samples_split: 2
min_samples_leaf: 2
min_weight_fraction_leaf: 0.0
max_features: "auto"
max_leaf_nodes: null
min_impurity_decrease: 0.0
bootstrap: true
oob_score: false
n_jobs: 5
random_state: 42
verbose: 0
warm_start: false
ccp_alpha: 0.0
max_samples: null
features: [
"intensity",
"length",
"width",
"skewness",
"kurtosis",
"slope",
"intensity_width_2",
"h_max",
"impact",
]
gamma_offaxis:
min: null
max: null
disp_regressor:
settings:
n_estimators: 150
criterion: "squared_error"
max_depth: 50
min_samples_split: 2
min_samples_leaf: 2
min_weight_fraction_leaf: 0.0
max_features: "auto"
max_leaf_nodes: null
min_impurity_decrease: 0.0
bootstrap: true
oob_score: false
n_jobs: 5
random_state: 42
verbose: 0
warm_start: false
ccp_alpha: 0.0
max_samples: null
features: [
"intensity",
"length",
"width",
"skewness",
"kurtosis",
"slope",
"intensity_width_2",
"h_max",
"impact",
]
gamma_offaxis:
min: null
max: null
event_classifier:
settings:
n_estimators: 100
criterion: "gini"
max_depth: 100
min_samples_split: 2
min_samples_leaf: 2
min_weight_fraction_leaf: 0.0
max_features: "auto"
max_leaf_nodes: null
min_impurity_decrease: 0.0
bootstrap: true
oob_score: false
n_jobs: 5
random_state: 42
verbose: 0.0
warm_start: false
class_weight: null
ccp_alpha: 0.0
max_samples: null
features: [
"intensity",
"length",
"width",
"skewness",
"kurtosis",
"slope",
"intensity_width_2",
"h_max",
"impact",
]
gamma_offaxis:
min: null
max: null
create_irf:
quality_cuts: null
irf_type: "software" # select "software(_only_3tel)", "magic_only" or "hardware"
dl2_weight_type: "simple" # select "simple", "variance" or "intensity"
irf_obs_time: "50 h" # used for creating a background HDU
energy_bins: # log space
start: "0.01 TeV"
stop: "1000 TeV"
n_edges: 26
migration_bins: # log space
start: 0.2
stop: 5
n_edges: 31
bkg_fov_offset_bins: # linear space
start: "0 deg"
stop: "10 deg"
n_edges: 21
gammaness:
cut_type: "dynamic" # select "global" or "dynamic"
global_cut_value: 0.8 # used for the global cut
efficiency: 0.9 # used for the dynamic cuts
min_cut: 0.05 # used for the dynamic cuts
max_cut: 0.85 # used for the dynamic cuts
theta:
cut_type: "dynamic" # select "global" or "dynamic"
global_cut_value: "0.2 deg" # used for the global cut
efficiency: 0.75 # used for the dynamic cuts
min_cut: "0.1 deg" # used for the dynamic cuts
max_cut: "0.45 deg" # used for the dynamic cuts
dl2_to_dl3:
interpolation_method: "nearest" # select "nearest", "linear" or "cubic"
source_name: "Crab"
source_ra: null # used when the source name cannot be resolved
source_dec: null # used when the source name cannot be resolved