Index

A

a (npac_detector.material.Material attribute), [1] active_slab (in module npac_detector.solutions.exercise_3)

active_surface (npac_detector.detector.Surface attribute), [1] angle() (npac_detector.particle_hypothesis.Particle_hypothesis method) autoencoder (in module npac_detector.machine_learning.ML)

B

batch_size (in module npac_detector.machine_learning.ML)

build_autoencoder() (in module npac_detector.machine_learning.ML)

C

cbar1 (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML) cbar2 (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML) charge (npac_detector.particle_hypothesis.Particle_hypothesis attribute), [1] chemin (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML) (in module npac_detector.solutions.exercise_4) (in module npac_detector.solutions.exercise_5)

combined_slab (in module npac_detector.solutions.exercise_1_3) copper (in module npac_detector.solutions.exercise_1_1) copper_slab (in module npac_detector.solutions.exercise_1_2) copper_slab_detector (in module npac_detector.solutions.exercise_3) crossing_length (in module npac_detector.solutions.exercise_2_1) crossing_length() (npac_detector.material.MaterialSlab method)

D

data (in module npac_detector.solutions.exercise_4) (in module npac_detector.solutions.exercise_5) density (npac_detector.material.Material attribute), [1] det_json (in module npac_detector.solutions.exercise_2_2)

Detector (class in npac_detector.detector) detector (in module npac_detector.solutions.exercise_2_2) (in module npac_detector.solutions.exercise_3) df_event (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML)

E

electron (in module npac_detector.solutions.exercise_5) epochs (in module npac_detector.machine_learning.ML)

event_hits_to_image() (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML)

F

file_paths (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML) fit_gaussian() (in module npac_detector.fit)

folder_path (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML) from_json() (in module npac_detector.detector)

I

im1 (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML) im2 (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML) image_input (in module npac_detector.machine_learning.load_model), [1] (in module npac_detector.machine_learning.ML), [1]

images (in module npac_detector.machine_learning.load_model), [1], [2], [3] (in module npac_detector.machine_learning.ML), [1], [2], [3] input_shape (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML) iron (in module npac_detector.solutions.exercise_1_1) iron_slab (in module npac_detector.solutions.exercise_1_2) iron_slab_detector (in module npac_detector.solutions.exercise_3)

K

kapton (in module npac_detector.solutions.exercise_1_1)

kapton_slab_detector (in module npac_detector.solutions.exercise_3)

L

latent_dim (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML)

layer_nb (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML)

M

main() (in module npac_detector.solutions.exercise_1_1) (in module npac_detector.solutions.exercise_1_2) (in module npac_detector.solutions.exercise_1_3) (in module npac_detector.solutions.exercise_1_4) (in module npac_detector.solutions.exercise_2_1) (in module npac_detector.solutions.exercise_2_2) (in module npac_detector.solutions.exercise_3) (in module npac_detector.solutions.exercise_4) (in module npac_detector.solutions.exercise_5) (in module npac_detector.solutions.exercise_6) (in module npac_detector.solutions.exercise_7) mass (npac_detector.particle_hypothesis.Particle_hypothesis attribute), [1] Material (class in npac_detector.material) material_slab (npac_detector.detector.Surface attribute), [1] material_type (npac_detector.material.MaterialSlab attribute), [1] MaterialSlab (class in npac_detector.material) model (in module npac_detector.machine_learning.load_model) module npac_detector npac_detector.detector npac_detector.fit npac_detector.machine_learning npac_detector.machine_learning.data npac_detector.machine_learning.data.pion_1Gev_noShower npac_detector.machine_learning.load_model npac_detector.machine_learning.ML npac_detector.material npac_detector.particle_hypothesis npac_detector.solutions npac_detector.solutions.exercise_1_1 npac_detector.solutions.exercise_1_2 npac_detector.solutions.exercise_1_3 npac_detector.solutions.exercise_1_4 npac_detector.solutions.exercise_2_1 npac_detector.solutions.exercise_2_2 npac_detector.solutions.exercise_3 npac_detector.solutions.exercise_4 npac_detector.solutions.exercise_5 npac_detector.solutions.exercise_6 npac_detector.solutions.exercise_7

momentum (npac_detector.particle_hypothesis.Particle_hypothesis attribute), [1]

N

name (npac_detector.material.Material attribute), [1] npac_detector module npac_detector.detector module npac_detector.fit module npac_detector.machine_learning module npac_detector.machine_learning.data module npac_detector.machine_learning.data.pion_1Gev_noShower module npac_detector.machine_learning.load_model module npac_detector.machine_learning.ML module npac_detector.material module npac_detector.particle_hypothesis module npac_detector.solutions module

npac_detector.solutions.exercise_1_1 module npac_detector.solutions.exercise_1_2 module npac_detector.solutions.exercise_1_3 module npac_detector.solutions.exercise_1_4 module npac_detector.solutions.exercise_2_1 module npac_detector.solutions.exercise_2_2 module npac_detector.solutions.exercise_3 module npac_detector.solutions.exercise_4 module npac_detector.solutions.exercise_5 module npac_detector.solutions.exercise_6 module npac_detector.solutions.exercise_7 module

P

Particle_hypothesis (class in npac_detector.particle_hypothesis) passive_slab (in module npac_detector.solutions.exercise_4) (in module npac_detector.solutions.exercise_5) pion (in module npac_detector.solutions.exercise_1_4) (in module npac_detector.solutions.exercise_4)

position_z (npac_detector.detector.Surface attribute), [1] pullX (in module npac_detector.solutions.exercise_4) (in module npac_detector.solutions.exercise_5) pullY (in module npac_detector.solutions.exercise_4) (in module npac_detector.solutions.exercise_5)

R

racine (in module npac_detector.solutions.exercise_4) (in module npac_detector.solutions.exercise_5)

radiation_length (npac_detector.material.Material attribute), [1] reconstructed (in module npac_detector.machine_learning.load_model), [1] (in module npac_detector.machine_learning.ML), [1]

S

setup() (in module npac_detector.solutions.exercise_2_1) sigma_X_layers (in module npac_detector.solutions.exercise_4) (in module npac_detector.solutions.exercise_5) sigma_Y_layers (in module npac_detector.solutions.exercise_4) (in module npac_detector.solutions.exercise_5) silicon (in module npac_detector.solutions.exercise_1_1)

silicon_slab_detector (in module npac_detector.solutions.exercise_3) skip_member() (in module npac_detector.solutions.exercise_2_1) Surface (class in npac_detector.detector) surface (in module npac_detector.solutions.exercise_2_1) surfaces (in module npac_detector.solutions.exercise_2_2) (in module npac_detector.solutions.exercise_3) (npac_detector.detector.Detector attribute), [1]

T

thickness (npac_detector.detector.Surface attribute), [1] (npac_detector.material.MaterialSlab attribute), [1]

to_json() (in module npac_detector.detector)

U

uncertainty_hits() (in module npac_detector.detector)

V

velocity (npac_detector.particle_hypothesis.Particle_hypothesis attribute), [1]

visualize() (npac_detector.detector.Detector method)

X

x_direction (in module npac_detector.solutions.exercise_4) (in module npac_detector.solutions.exercise_5)

X_events (in module npac_detector.machine_learning.load_model) (in module npac_detector.machine_learning.ML)

Z

z (npac_detector.material.Material attribute), [1] z_layer (in module npac_detector.solutions.exercise_4) (in module npac_detector.solutions.exercise_5)

z_layer_passive (in module npac_detector.solutions.exercise_4) (in module npac_detector.solutions.exercise_5) Z_position_active (in module npac_detector.solutions.exercise_3) Z_position_structure (in module npac_detector.solutions.exercise_3)