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machine-learning
MLAir
Commits
931a3e31
Commit
931a3e31
authored
5 years ago
by
felix kleinert
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parent
b9a01ac1
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5 years ago
Stage: test
Stage: pages
Stage: deploy
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b9a01ac1
__author__
=
"
Lukas Leufen
"
__date__
=
'
2019-11-14
'
import
argparse
import
logging
from
src.run_modules.experiment_setup
import
ExperimentSetup
from
src.run_modules.model_setup
import
ModelSetup
from
src.run_modules.post_processing
import
PostProcessing
from
src.run_modules.pre_processing
import
PreProcessing
from
src.run_modules.run_environment
import
RunEnvironment
from
src.run_modules.training
import
Training
def
main
(
parser_args
):
with
RunEnvironment
():
ExperimentSetup
(
parser_args
,
stations
=
[
'
DEBW107
'
,
'
DEBY081
'
,
'
DEBW013
'
,
'
DEBW076
'
,
'
DEBW087
'
,
'
DEBW001
'
],
station_type
=
'
background
'
,
trainable
=
True
,
sampling
=
"
hourly
"
,
window_history_size
=
48
)
PreProcessing
()
ModelSetup
()
Training
()
PostProcessing
()
if
__name__
==
"
__main__
"
:
parser
=
argparse
.
ArgumentParser
()
parser
.
add_argument
(
'
--experiment_date
'
,
metavar
=
'
--exp_date
'
,
type
=
str
,
default
=
None
,
help
=
"
set experiment date as string
"
)
args
=
parser
.
parse_args
([
"
--experiment_date
"
,
"
testrun
"
])
main
(
args
)
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