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Troubled Cell Detection
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Laura Christine Kühle
Troubled Cell Detection
Commits
777db854
Commit
777db854
authored
4 years ago
by
Laura Christine Kühle
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Removed completed TODOs.
parent
2c9ebeb3
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ANN_Training_Data_Generator.py
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ANN_Training_Data_Generator.py
Artificial_Neural_Network.py
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1 addition, 14 deletions
Artificial_Neural_Network.py
Troubled_Cell_Detector.py
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Troubled_Cell_Detector.py
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16 deletions
ANN_Training_Data_Generator.py
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777db854
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@@ -3,7 +3,6 @@
@author: Soraya Terrab (sorayaterrab), Laura C. Kühle
TODO: Improve
'
_generate_cell_data
'
TODO: Change set name from
'
validation
'
to
'
valid
'
-> Done
"""
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Artificial_Neural_Network.py
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777db854
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@@ -3,22 +3,9 @@
@author: Laura C. Kühle, Soraya Terrab (sorayaterrab)
TODO: Improve
'
epoch_training()
'
TODO: Improve
'
save_model()
'
TODO: Add ANN testing from Soraya
TODO: Add ANN classification from Soraya
TODO: Implement __init__() -> Done
TODO: Add reading of training data -> Done
TODO: Add option to set batch size -> Done
TODO: Rename
'
_train()
'
-> Done (
'
epoch_training()
'
)
TODO: Remove class declarations from
'
epoch_training()
'
-> Done
TODO: Move setting of training data in separate function -> Done (
'
_read_training_data()
'
)
TODO: Rename
'
ArtificialNeuralNetwork
'
class -> Done (
'
ModelTrainer
'
)
TODO: Move ANN models in separate file -> Done (
'
ANN_Model.py
'
)
TODO: Take model as class input -> Done
TODO: Take loss function as class input -> Done
TODO: Take optimizer as class input -> Done
TODO: Take parameter as class input -> Done
TODO: Move saving in separate function -> Done (
'
save_model()
'
)
TODO: Improve
'
save_model()
'
"""
import
numpy
as
np
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Troubled_Cell_Detector.py
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0
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777db854
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@@ -3,7 +3,6 @@
@author: Laura C. Kühle, Soraya Terrab (sorayaterrab)
TODO: Fix cell averages and reconstructions to create data with an x-point stencil
TODO: Only allow model from
'
ANN_Model
'
-> Done
"""
import
os
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