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You must be logged in to vote 🙏 -
You must be logged in to vote 💡 No way to get pipelines list used in search before search in
improvement/drawbackAuto
Improvement discussion about drawback. tag/pipelineDiscussion tag tag/autoDiscussion tag -
You must be logged in to vote 💡 Allow
improvement/idealoguru
to have version higher that 0.5.3Improvement discussion about idea tag/dependencyDiscussion tag -
You must be logged in to vote 💡 Add anomaly scores in anomaly detection methods
tag/outliersDiscussion tag improvement/ideaImprovement discussion about idea -
You must be logged in to vote 🙏 -
You must be logged in to vote 💡 Add function
tag/datasetetna.datasets.load_dataset
to public APIDiscussion tag improvement/ideaImprovement discussion about idea tag/internal_datasetsDiscussion tag -
You must be logged in to vote 🙏 -
You must be logged in to vote 💡 Add
tag/datasetread_<format>
functions to theetna.datasets
module for loadingTSDataset
directly from files.Discussion tag improvement/ideaImprovement discussion about idea tag/internal_datasetsDiscussion tag -
You must be logged in to vote 🙏 -
You must be logged in to vote 💡 Custom callbacks for
tag/modelPipeline
Discussion tag tag/transformDiscussion tag improvement/ideaImprovement discussion about idea tag/trainingDiscussion tag tag/monitoringDiscussion tag -
You must be logged in to vote 💡 Monitoring of learning / forecasting / transforming progress
tag/modelDiscussion tag tag/transformDiscussion tag improvement/ideaImprovement discussion about idea tag/per-segmentDiscussion tag tag/monitoringDiscussion tag -
You must be logged in to vote 💡 More granular top features selection
tag/transformDiscussion tag improvement/ideaImprovement discussion about idea tag/feature-selectionDiscussion tag -
You must be logged in to vote 💡 Generation of prepared transforms after feature selection
tag/transformDiscussion tag improvement/ideaImprovement discussion about idea tag/feature-selectionDiscussion tag -
You must be logged in to vote 💡 No way to check what data went into model / transform
improvement/drawbackImprovement discussion about drawback. tag/modelDiscussion tag tag/transformDiscussion tag tag/trainingDiscussion tag tag/monitoringDiscussion tag -
You must be logged in to vote 💡 Parallel learning for per-segment models / transforms
tag/modelDiscussion tag tag/transformDiscussion tag improvement/ideaImprovement discussion about idea tag/per-segmentDiscussion tag -
You must be logged in to vote 🙏 What algorithms are used for hierarchical time series reconciliation and CatBoostMultiSegmentModel
documentationImprovements or additions to documentation -
You must be logged in to vote 💡 Update minimal python version up to 3.10
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 💡 Make CatBoost-based estimators loss a variable parameters
tag/modelDiscussion tag improvement/ideaImprovement discussion about idea tag/signatureDiscussion tag -
You must be logged in to vote 💡 The ability to customize plots when using
improvement/ideaTSDataset.plot
and functions frometna.analysis
Improvement discussion about idea tag/plottingDiscussion tag -
You must be logged in to vote 💬 -
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