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You must be logged in to vote 💡 Loosing information about the beginning of the time series after
improvement/drawbackDifferencingTransform
Improvement discussion about drawback. tag/missing-valuesDiscussion tag tag/differencingDiscussion tag -
You must be logged in to vote 💡 No way to distinguish discovered anomalies and missing values
improvement/drawbackImprovement discussion about drawback. tag/outliersDiscussion tag tag/missing-valuesDiscussion tag -
You must be logged in to vote 💡 Rename
tag/datasetTSDataset
methods:add_columns_from_pandas
->add_features_from_pandas
,update_columns_from_pandas
->update_features_from_pandas
Discussion tag tag/breaking-changeDiscussion tag improvement/ideaImprovement discussion about idea tag/renameDiscussion tag -
You must be logged in to vote 💡 Remove method
tag/datasetTSDataset.loc
Discussion tag tag/breaking-changeDiscussion tag improvement/ideaImprovement discussion about idea -
You must be logged in to vote 💡 Changable
improvement/drawbackTSDataset
attributesImprovement discussion about drawback. tag/breaking-changeDiscussion tag tag/accessDiscussion tag -
You must be logged in to vote 💡 Prohibit different segments to have different set of features in
tag/datasetTSDataset
Discussion tag tag/breaking-changeDiscussion tag improvement/ideaImprovement discussion about idea -
You must be logged in to vote 💡 Native concatenation for
tag/indexingTSDataset
Discussion tag tag/datasetDiscussion tag improvement/ideaImprovement discussion about idea -
You must be logged in to vote 💡 Change return type for
tag/datasetTSDataset.segments
,TSDataset.regressors
,TSDataset.features
Discussion tag tag/breaking-changeDiscussion tag improvement/ideaImprovement discussion about idea tag/signatureDiscussion tag -
You must be logged in to vote 💡 Transform class has too many implementation logic
improvement/drawbackImprovement discussion about drawback. tag/breaking-changeDiscussion tag tag/transformDiscussion tag -
You must be logged in to vote 🙏 -
You must be logged in to vote 💡 Changable
improvement/drawbackBaseMixin
attributesImprovement discussion about drawback. tag/breaking-changeDiscussion tag tag/base-mixinDiscussion tag tag/accessDiscussion tag -
You must be logged in to vote 💡 Update minimal pandas version up to 2.0
tag/breaking-changeDiscussion tag improvement/ideaImprovement discussion about idea tag/dependencyDiscussion tag -
You must be logged in to vote 🙏 -
You must be logged in to vote 💡 There is no guard agains different set of features for different segments
improvement/drawbackImprovement discussion about drawback. tag/datasetDiscussion tag tag/breaking-changeDiscussion tag -
You must be logged in to vote 💡 Update
tag/breaking-changestatsforecast
to version > 1.4Discussion tag tag/modelDiscussion tag improvement/ideaImprovement discussion about idea tag/dependencyDiscussion tag -
You must be logged in to vote 💡 Option
improvement/drawbackreturn_features
doesn't work in a lot of cases for feature selection transformsImprovement discussion about drawback. tag/transformDiscussion tag -
You must be logged in to vote 💡 Add possibility to work with additional features in
tag/modelPatchTSModel
Discussion tag improvement/ideaImprovement discussion about idea tag/DLDiscussion tag -
You must be logged in to vote 💡 DeepARModel
andTFTModel
don't work onpytorch_lightning>=2.0
Improvement discussion about drawback. tag/breaking-changeDiscussion tag tag/DLDiscussion tag -
You must be logged in to vote 💡 Different order of columns after
tag/datasetTSDataset.to_pandas()
and afterTSDataset.__init__()
Discussion tag improvement/ideaImprovement discussion about idea -
You must be logged in to vote 💡 Non-deterministic order of segments during plotting
improvement/drawbackImprovement discussion about drawback. tag/plottingDiscussion tag -
You must be logged in to vote 💡 Not defined order of segments in
improvement/drawbackTSDataset
Improvement discussion about drawback. tag/datasetDiscussion tag -
You must be logged in to vote 💡 Unreasoned dropping of NaNs on fit in all of the models
improvement/drawbackImprovement discussion about drawback. tag/missing-valuesDiscussion tag tag/modelDiscussion tag -
You must be logged in to vote 💡 DL models don't implement
improvement/drawbackpredict
, in-sample and out-of-sample with gapImprovement discussion about drawback. tag/modelDiscussion tag tag/DLDiscussion tag -
You must be logged in to vote 💡 Drop unnecessary data in
improvement/ideaplot_trend
Improvement discussion about idea tag/optimizationDiscussion tag tag/plottingDiscussion tag -
You must be logged in to vote 💡 Expand holidays pool for
tag/transformHolidayTransform
Discussion tag improvement/ideaImprovement discussion about idea tag/holidayDiscussion tag