Draft: Resolve "KZ filter"

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b7e89175 - renamed remaining data / station preparation with data handler

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5a672d20 - reduced all data handler classes by extended inheriting, introduced kz filter...

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bd158daa - parsed residuum instead of low pass filtered data

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98082855 - updated workflow registry because it wasn't possbile to add a specific stage twice
5f9e28f1 - data handler couldn't ask for keywordonly arguments, updated kz data handler

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69ad2b70 - update

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e00531c8 - adjusted logging message

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4261fd26 - introduce garbage collection, accelerated preprocessing

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4261fd26...30cbfc0c - 8 commits from branch lukas_issue153_feat_advanced-docu
e2447690 - update installation precedure; remove TimeSeriesPlot from default list
8535eeeb - include pip insatllation for netcdf4
6c960199 - reorder pip isnatllation
0a7c3d76 - Merge branch 'lukas_issue154_bug_compile-option-check' into 'develop'
e2f6395b - Merge branch 'lukas_issue153_feat_advanced-docu' into 'develop'
fa85a569 - trainable is now renamed by train_model
dc75a6ba - updated single test
959180cb - Merge branch 'lukas_issue162_refac_rename-trainable' into 'develop'
8a850d04 - remove create_runscripts_HPC.sh (duplicate) /close #149 (closed)
0062db83 - update installation vor JUWELS
3ced1744 - update echos to trigger download on login node etc. #159 (closed)
db23c8c8 - update boxes
e79703ef - Merge branch 'felix_issue159-BUG-failure-on-hpc-installation' into 'develop'
d083f8bd - split advanced data handler into abstract and default data handler, updated...
53473b6f - Merge branch 'lukas_issue170_bug_variables-parameter' into 'develop'
eacbf080 - Merge branch 'develop' into 'release_v0.12.0'
0cc4546c - include changelog in docs
77162eaa - include changelog in docs now working
7f16cdbc - removed duplicated heading
c1cb2c8e - Merge branch 'release_v0.12.0' into 'master'
d6f4c6d8 - Merge branch 'master' into 'develop'
fb9136eb - run environment can be named by kwarg name, this applies for instance for a Workflow
9f9af8e5 - Merge branch 'lukas_issue173_bug_mlair-in-logging' into 'develop'
68f1b797 - parameters are renamed, docs updated
c8d0db43 - updated tests
cacc51f3 - Merge branch 'lukas_issue175_refac_rename-shapes-naming' into 'develop'
4ee4c343 - Merge remote-tracking branch 'origin/develop' into felix_issue174-create-quick-start-notebook
9337ba30 - single parameter followed old convention
2f99de04 - add examples from manuscript as notebooks
c7d7146e - update modelclass example
5686c88b - Merge remote-tracking branch...
05611fea - Merge branch 'lukas_issue175_refac_rename-shapes-naming' into 'develop'
d3011f62 - update examples
0d037f9d - Merge branch 'felix_issue174-create-quick-start-notebook' into 'develop'
319a0af9 - upadet examples
683ba759 - added how to plugin custom model to docs too
ca97daeb - Merge branch '172-update-readme-hpc-setup' into 'develop'
9ec93bd2 - Merge branch 'develop' into 'release_v0.12.1'
76b9700b - changelog, version, and readme is up-to-date, include distribution file
b0b449f1 - release v0.12.1
73567ca6 - update installation for HFDML #183 (closed)
a16811b1 - Merge branch 'felix_issue183-check-installation-script-for-hdfml' into 'develop'
3c36e09e - Merge branch 'develop' into 'release_v0.12.2'
aff27853 - update on version number, changelog, dist, readme, and docs
45c3dc94 - Merge remote-tracking branch 'origin/release_v0.12.2' into release_v0.12.2
b7553131 - Merge branch 'release_v0.12.2' into 'master'
26059ee8 - Merge branch 'master' into 'develop'
e89a2014 - restructured some packages in requirements
161a8672 - use cartopy 0.18, added detailed installation instructions for openSUSE and Ubuntu
fbca5293 - minor typo
835fa309 - change single link name
e7bddde7 - updated readme, introcuded supplement folder to cleanup root folder a bit
d6d5cbb1 - missing name in LICENSE
6f0b08de - Merge branch 'lukas_issue185_feat_detailed-install-instructions' into 'develop'
928e7603 - cartopy 0.18 has problems when installing numpy at the same time, change to...
8b7e848c - typo
619aeba1 - fixed error if requirements are as out-commented
2a38d0e3 - docs creation still fails, try old statement
a90e77eb - replaced xargs by standard pip install for all steps it is not required (keep...
e709bc82 - Merge branch 'lukas_issue185_feat_detailed-install-instructions' into 'develop'
dc48053d - Merge remote-tracking branch 'remotes/origin/develop' into...
a3315126 - combined changes that are not correctly solved by previous merge

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4cd9d309 - further adjustment required

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f27cac69 - add partition check to custom workflow

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15f9dd70 - partition check has to be before model setup

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005f0993 - first apply filter than transformation, use sgd for hourly model

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added 4 commits

9562b752 - corrected helper behaviour if single station is given
741f72fe - another fix to be sure that parameter stations is a list
234183fd - stations parameter is now internally always a list
3f4a88df - Merge branch 'lukas_issue193_bug_index_error' into 'lukas_issue079_feat_kz-filtered-data-handler'

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