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Created with Raphaël 2.2.015Mar1211109854326Feb2524232219181716151211108432129Jan272120191818Dec171615111098732124Nov231817161312116543230Oct292622211587130Sep282423222118726Aug252431Jul302928272423201716151413109872130Jun292625221918328May272625222019151412118430Apruse he init when using relu activationsfix bug in dlonremove lat/lon_origFixing bradcast bugnew req bottleneck improves speed for kzffirst fix to be able to run againchanged dense layerfix kernelsize for nowno sympad for CNNkernel size can be set from outsidebigger kernelnew pad layer namesfirst CNN class tryvar selection based on available vars and selected by the self.var_selection parameterfirst version which runs (in serial mode)added relevant dictionaries to be loaded \n functions added: \n get_available_vars_station() - load available vars by selected station using a predefined dictionary \n retrieve_db_data() - loads previous function, creates session to communicate with database and reads in data var by var by pandas sql pipe. It then combines them to a DF which is converted into a xarray DataArray. \n load_cdc_stations_info() - used to derive meta data. Uses a predefined pandas DF which is extracted by selected station in conformity with mlair index names. \n load_data() - a top-level function to execute data and meta functions.Merge branch 'lukas_issue284_feat_create-fcn-model-class' into 'develop'FCN activation name now works with reluMerge branch 'lukas_issue284_feat_create-fcn-model-class' into 'develop'renamed explicite_layer to layer_configurationFCN can use an explicite layer configuration, activation layers are now named according to the act fctMerge branch 'lukas_issue284_feat_create-fcn-model-class' into 'develop'catch if regularizer is None but as stringMerge branch 'lukas_issue284_feat_create-fcn-model-class' into 'develop'select from dict can remove none entries, FCN supports dropout and l1/l2 regularizationdata_handler_cdc_single_station.py created and required cdc_initialiize_tableclasses.py copied to helpersMerge branch 'lukas_issue284_feat_create-fcn-model-class' into 'develop'custom objects were missingMerge branch 'lukas_issue284_feat_create-fcn-model-class' into 'develop'new var loss and custom loss methodsMerge branch 'develop' into 'felix_issue287_tech-wrf-datahandler-should-inherit-from-singlestationdatahandler'Merge branch 'felix_isstue288_tech-dacompute-dump' into 'develop'force dask.compute in try exceptremove dask from defaultdhset dask.computeintegrate WRF for datahandlerhalf way through datahandlerMerge branch 'lukas_issue286_feat_performance-measures' into 'develop'log clim skill scores tooMerge branch 'lukas_issue286_feat_performance-measures' into 'develop'