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Created with Raphaël 2.2.026Oct25222120191815141312118765427Sep241413987632131Aug30272625242322212019181716141312119643227Jul26232221201918161587542130Jun2928232221181728May27262522212019181764329Apr282721201918161514131211109876131Mar302926252322181716151211109854PlotBootstrapSkillScore is now called PlotFeatureImportanceSkillScorefeature importance returns now raw data instead of aggregated skill scoresJupyter and SciPy-Stack modules updated to be compatible with Stages/2020changes from tf2 upgrade manually mergedMerge branch 'lukas_issue334_feat_make-kzf-filter-running-for-climate-fir-filter' into 'develop''adam' to 'Adam' fixuncommented imports that were commented for testing in model_class.py and fixed InputSpec import in advanced_paddings.pyuncommented imports that were commented for testing in model_class.py and fixed InputSpec import in advanced_paddings.pymerged 331-upgrade-code-to-tensorflow-v2packages in *_additionals updated to new TensorFlow 2.5.0 environment and post_processing evaluate_generator(...) changed to evaluate(...)correctly working requirements.txt (few versions changed, Cartopy disabled (needs to be installed seperately)modules updated to GCCcore .10.3.0 and TensorFlow 2.5.0modules in requirements.txt and mlt_modules_* checked and updated with Python 3.8.5 versionschanged to tensorflow==2.3.1 in requirements.txt and deleted requirements_tf2.txt and requirements_gpu.txt, because they are not needed anymore. Also updated mlt_modules_hdfml.shmodel.evaluate_generator changed, because it is deprecated and works with model.evaluate(generator, ...), updated mlt_modules_juwels.sh to Stages/2020 modules with Python/3.8.5add another periodogram plot to see differences between first and last inputadvanced_padding.py import errors fixed by copying keras 2.2.0 (used in TF1 MLAir) modules to mlair/keras_legacy. Result not tested yet.make_keras_pickable hotfix added from: https://github.com/tensorflow/tensorflow/issues/34697#issuecomment-627193883. It is placed into helpers.py and runs in __init__() of AbstractModelClass to always be called before any model configuration.deactivated not working advanced_paddings.py import, changed some other keras imports to tensorflow.keras as keras, *.model.fit_generator() changed to *.model.fit() which is said to have the same functionality - Commit suffers from PicklingError with RLocks when trying to save Callback in Epoch 0002kzf is usable for climate fir filterMerge branch 'issue333_feat_test-set-sample-uncertainty' into 'develop'Merge branch 'issue333_feat_test-set-sample-uncertainty' into felix_issue287_tech-wrf-datahandler-should-inherit-from-singlestationdatahandlerfelix_issue287_…felix_issue287_tech-wrf-datahandler-should-inherit-from-singlestationdatahandlerblock length and n boots weren't load properly in post processing and used only defaults, fixed nowMerge branch 'felix_issue287_tech-wrf-datahandler_develop_merge_prepare' into felix_issue287_tech-wrf-datahandler-should-inherit-from-singlestationdatahandlerMerge remote-tracking branch 'origin/issue333_feat_test-set-sample-uncertainty' into felix_issue287_tech-wrf-datahandler_develop_merge_prepareMerge branch 'develop' into felix_issue287_tech-wrf-datahandler_develop_merge_prepareadjust plot propertiesissue with old and new parameter naming is solvedfix type in plot: PlotSampleUncertaintyFromBootstrapMerge branch 'lukas_issue332_feat_report-error-metrics-for-all-competitors' into 'develop'add rmse plot for PlotSampleUncertaintyFromBootstrapinclude horizontal version of PlotSampleUncertaintyFromBootstrapMerge branch 'issue333_feat_test-set-sample-uncertainty' of gitlab.jsc.fz-juelich.de:esde/machine-learning/mlair into issue333_feat_test-set-sample-uncertaintyupdate statistics test (simplistic)update statistics test (simplistic)Merge remote-tracking branch 'origin/issue333_feat_test-set-sample-uncertainty' into issue333_feat_test-set-sample-uncertaintystatistics and raw data of uncertainty estimate are stored nowupdate deflaut plot listMerge branch 'issue333_feat_test-set-sample-uncertainty' of gitlab.jsc.fz-juelich.de:esde/machine-learning/mlair into issue333_feat_test-set-sample-uncertaintyinclude first draft of PlotSampleUncertaintyFromBootstrap