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DNN model training pipeline #6

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merged 45 commits into from
Sep 13, 2021
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5653112
nn architecture
dmitryduev Mar 17, 2021
23b3e59
util to work with dataset
dmitryduev Mar 17, 2021
2032bc8
util to work with dataset
dmitryduev Mar 17, 2021
87c7ec3
refactor taxonomy description and parsing
dmitryduev Mar 18, 2021
3c9f773
training pipeline
dmitryduev Mar 18, 2021
bc74784
training pipeline
dmitryduev Mar 18, 2021
0957b0b
training pipeline
dmitryduev Mar 18, 2021
7bec033
training pipeline
dmitryduev Mar 18, 2021
7701ace
training pipeline
dmitryduev Mar 18, 2021
ca51f49
training pipeline
dmitryduev Mar 18, 2021
8fd77ab
debugging training pipeline
dmitryduev Mar 18, 2021
cb7b5aa
debugging training pipeline
dmitryduev Mar 19, 2021
e2fa1eb
merge upstream/main
dmitryduev Mar 24, 2021
21b24f6
training works
dmitryduev Mar 24, 2021
9582b24
clean up commented code
dmitryduev Mar 24, 2021
b35789b
specify gsutil version in requirements
dmitryduev Mar 24, 2021
55c73c2
improve wording in taxonomy specs
dmitryduev Mar 24, 2021
40eb7f5
test training pipeline
dmitryduev Mar 25, 2021
9193ede
add reference to scope-i paper
dmitryduev Mar 25, 2021
ce7fae9
document training pipeline usage
dmitryduev Mar 25, 2021
c8fc864
parse boolean args
dmitryduev Mar 25, 2021
7b9bc48
d12 features
dmitryduev Mar 25, 2021
da3001b
different feature scaling options
dmitryduev Mar 25, 2021
48e382d
resolve conflict in config.defaults
dmitryduev Mar 26, 2021
688baeb
resolve conflict in config.defaults
dmitryduev Mar 26, 2021
e96d696
replace literal_eval with json.loads
dmitryduev Mar 26, 2021
edbadc6
fix t_0 for phase-folded lc plots
dmitryduev Mar 26, 2021
acf2ee8
Merge branch 'main' of github.com:ZwickyTransientFacility/scope into …
dmitryduev Mar 26, 2021
b67bf55
fix merge conflicts with master
dmitryduev Aug 1, 2021
1acf5e7
fix merge conflicts with master
dmitryduev Aug 1, 2021
7fabb76
lr -> learning rate
dmitryduev Aug 1, 2021
37f6e2a
parametrize GCS paths
dmitryduev Aug 1, 2021
cbca1ce
parametrize GCS paths
dmitryduev Aug 1, 2021
8a2f946
bugfix in feature standartization + d15 features and stats
dmitryduev Aug 12, 2021
0c6d661
document training parameters
dmitryduev Aug 12, 2021
c6e5fa0
document training parameters
dmitryduev Aug 12, 2021
f57c377
fix feature scaling/bookkeeping issues
dmitryduev Aug 13, 2021
d3830cb
use keras' functinal api for now
dmitryduev Sep 13, 2021
300e10c
fix test
dmitryduev Sep 13, 2021
f06909d
fix test
dmitryduev Sep 13, 2021
d0d2a54
fix doc building
dmitryduev Sep 13, 2021
0bf5dee
fix doc building
dmitryduev Sep 13, 2021
27ce517
fix doc building
dmitryduev Sep 13, 2021
66647b1
fix doc building
dmitryduev Sep 13, 2021
e8cc5ae
fix typo in test.yml
dmitryduev Sep 13, 2021
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training pipeline
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dmitryduev committed Mar 18, 2021
commit 7bec0334b74520a6e7a02c81d8096f8e9d141eb9
2 changes: 1 addition & 1 deletion scope.py
Original file line number Diff line number Diff line change
Expand Up @@ -292,7 +292,7 @@ def doc(self):
sample_light_curves = self._get_light_curve_data(
ra=sample_object["coordinates"][0],
dec=sample_object["coordinates"][1],
catalog=self.config["kowalski"]["collections"]["sources"],
catalog=self.config["kowalski"]["collections"]["sources"]
)
plot_light_curve_data(
light_curve_data=sample_light_curves,
Expand Down