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Troubled Cell Detection
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Laura Christine Kühle
Troubled Cell Detection
Commits
39ed488b
Commit
39ed488b
authored
3 years ago
by
Laura Christine Kühle
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Removed completed TODOs.
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878327a9
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ANN_Training.py
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-11
4 additions, 11 deletions
ANN_Training.py
DG_Approximation.py
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DG_Approximation.py
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ANN_Training.py
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39ed488b
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@@ -5,20 +5,13 @@
Code-Style: E226, W503
Docstring-Style: D200, D400
TODO: Test new ANN set-up with Soraya
TODO: Remove object set-up (for more flexibility) -> Done
(decided against it to keep easy test set-up)
TODO: Add documentation
TODO: Allow multiple approximations in one config -> Done
TODO: Split workflow into multiple modules -> Done
TODO: Remove unnecessary instance variables -> Done
TODO: Add option to change
'
num_iterations
'
for model testing -> Done
TODO: Save model evaluation data -> Done
TODO: Add README for ANN training
TODO: Fix random seed
TODO: Discuss whether to outsource scripts into separate directory
TODO: Discuss whether comparison between datasets is wanted
TODO: Discuss whether default model state is useful
TODO: Write-protect all data and models
TODO: Put legend outside plot (bbox_to_anchor)
TODO: Put plotting into separate function
TODO: Reduce number of testing epochs to 50
"""
import
numpy
as
np
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DG_Approximation.py
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−
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39ed488b
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@@ -20,6 +20,11 @@ TODO: Rename files according to standard
TODO: Add verbose output
TODO: Adapt TCD from Soraya (Dropbox->...->TEST_troubled-cell-detector->Troubled_Cell_Detector)
TODO: Improve file naming (e.g. use
'
.
'
instead of
'
__
'
)
TODO: Add way of saving data (np.savez(
'
data/
'
+ name,
coefficients=projection, troubled_cells=troubled_cells) )
TODO: Outsource scripts into separate directory
TODO: Allow comparison between ANN training datasets
TODO: Add a default model state
"""
import
os
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