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Commit e2eabb08 authored by Peter Lünenschloß's avatar Peter Lünenschloß
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rolled back mess

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1 merge request!703Numba riddance
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This commit is part of merge request !703. Comments created here will be created in the context of that merge request.
......@@ -15,7 +15,6 @@ Cook Books
DataRegularisation
OutlierDetection
ResidualOutlierDetection
DriftDetection
MultivariateFlagging
../documentation/GenericFunctions
......@@ -64,16 +63,6 @@ Cook Books
+++
*Wrap your custom logical and arithmetic expressions with the generic functions*
.. grid-item-card:: Drift Detection
:link: DriftDetection
:link-type: doc
* define metrics to measure distance between data series
* automatically determine majority and anomalous data groups
+++
*Detecting datachunks drifting apart from a reference group*
.. grid-item-card:: Modelling, Residuals and Arithmetics
:link: ResidualOutlierDetection
:link-type: doc
......
......@@ -62,7 +62,6 @@ Documentation
* outlier detection
* frequency alignment
* drift detection
* data modelling
* wrapping generic or custom functionality
+++
......
......@@ -11,11 +11,11 @@ sac254_raw ; align(freq='15min')
# Drift Correcture
sac254_raw ; correctDrift(target='sac254_corr', maintenance_field='maint', model='exponential')
# Multivariate Flagging Procedure
level_z ; transform(field=['level_raw'], func=zScore(x), window='20D')
water_z ; transform(field=['water_temp_raw'], func=zScore(x), window='20D')
sac_z ; transform(field=['sac254_raw'], func=zScore(x), window='20D')
kNN_scores ; assignKNNScore(field=['level_z', 'water_z', 'sac_z'], window='20D')
kNN_scores ; flagByStray(window='20D')
level_z ; transform(field=['level_raw'], func=zScore(x), freq='20D')
water_z ; transform(field=['water_temp_raw'], func=zScore(x), freq='20D')
sac_z ; transform(field=['sac254_raw'], func=zScore(x), freq='20D')
kNN_scores ; assignKNNScore(field=['level_z', 'water_z', 'sac_z'], freq='20D')
kNN_scores ; flagByStray(freq='20D')
level_raw ; concatFlags(field=['kNN_scores'], label='STRAY')
sac254_corr ; concatFlags(field=['kNN_scores'], label='STRAY')
water_temp_raw ; concatFlags(field=['kNN_scores'], label='STRAY')
......@@ -2,13 +2,8 @@ varname;test
#------;--------------------------
SM1;flagRange(min=10, max=60)
SM2;flagRange(min=10, max=60)
<<<<<<< HEAD
SM1;flagMAD(window="15d", z=3.5)
SM2;flagMAD(window="30d", z=3.5)
=======
SM1;flagMAD(freq="15d", z=3.5)
SM2;flagMAD(freq="30d", z=3.5)
>>>>>>> parent of 30eb9fe1... mc solved
SM1;plot(path='../resources/temp/SM1processingResults')
SM2;plot(path='../resources/temp/SM2processingResults')
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