etna-team etna Improvements Discussions
Improvements Discussions
Share ideas for new features and drawbacks of the existing features
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You must be logged in to vote Prohibit different segments to have different set of features in
tag/datasetTSDatasetDiscussion tag tag/breaking-changeDiscussion tag improvement/ideaImprovement discussion about idea -
You must be logged in to vote Update minimal numpy version up to 2.0
tag/breaking-changeDiscussion tag improvement/ideaImprovement discussion about idea tag/dependencyDiscussion tag -
You must be logged in to vote Irrelevant parameters
improvement/drawbackdates,freqinstatsmodels-based modelsImprovement discussion about drawback. tag/breaking-changeDiscussion tag tag/statsmodelsDiscussion tag tag/modelDiscussion tag -
You must be logged in to vote Prohibit
tag/breaking-changeCatBoostPerSegmentModelandCatBoostMultiSegmentModelfrom using non-regressorsDiscussion tag tag/modelDiscussion tag improvement/ideaImprovement discussion about idea tag/exogDiscussion tag -
You must be logged in to vote Add AutoTBATS and AutoMFLES from statsforecast
improvement/ideaImprovement discussion about idea -
You must be logged in to vote Add Chronos and TimesFM embedders into library
tag/modelDiscussion tag tag/transformDiscussion tag improvement/ideaImprovement discussion about idea -
You must be logged in to vote Rename
tag/datasetTSDatasetmethods:add_columns_from_pandas->add_features_from_pandas,update_columns_from_pandas->update_features_from_pandasDiscussion tag tag/breaking-changeDiscussion tag improvement/ideaImprovement discussion about idea tag/renameDiscussion tag -
You must be logged in to vote Remove method
tag/datasetTSDataset.locDiscussion tag tag/breaking-changeDiscussion tag improvement/ideaImprovement discussion about idea -
You must be logged in to vote Unable to run backtest on data with missing values
improvement/drawbackImprovement discussion about drawback. tag/backtestDiscussion tag tag/missing-valuesDiscussion tag tag/metricDiscussion tag -
You must be logged in to vote Add foundational time series models into etna: Cronos, TimesFM
tag/modelDiscussion tag improvement/ideaImprovement discussion about idea tag/DLDiscussion tag -
You must be logged in to vote Make
tag/datasetTSDataset.fit_transformcreate new dataset instead of modifying existing oneDiscussion tag tag/breaking-changeDiscussion tag tag/transformDiscussion tag improvement/ideaImprovement discussion about idea -
You must be logged in to vote Models modify given dataset in
improvement/drawbackforecastandpredictImprovement discussion about drawback. tag/breaking-changeDiscussion tag tag/modelDiscussion tag -
You must be logged in to vote Problematic indexing of
improvement/drawbackTSDatasetImprovement discussion about drawback. tag/indexingDiscussion tag tag/datasetDiscussion tag -
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improvement/drawbackTSDataset.describeandTSDataset.infoshowend_timestampbut in most places we use time-series until thets.index[-1]Improvement discussion about drawback. tag/missing-valuesDiscussion tag tag/breaking-changeDiscussion tag -
You must be logged in to vote Add
tag/statsmodelsVARmodelDiscussion tag tag/modelDiscussion tag improvement/ideaImprovement discussion about idea -
You must be logged in to vote Add
tag/statsmodelsVARMAXmodelDiscussion tag tag/modelDiscussion tag improvement/ideaImprovement discussion about idea -
You must be logged in to vote Add
tag/modelNPTSmodelDiscussion tag improvement/ideaImprovement discussion about idea -
You must be logged in to vote No way to get pipelines list used in search before search in
improvement/drawbackAutoImprovement discussion about drawback. tag/pipelineDiscussion tag tag/autoDiscussion tag -
You must be logged in to vote Allow
improvement/idealoguruto 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 Add function
tag/datasetetna.datasets.load_datasetto public APIDiscussion tag improvement/ideaImprovement discussion about idea tag/internal_datasetsDiscussion tag -
You must be logged in to vote Add
tag/datasetread_<format>functions to theetna.datasetsmodule for loadingTSDatasetdirectly from files.Discussion tag improvement/ideaImprovement discussion about idea tag/internal_datasetsDiscussion tag -
You must be logged in to vote Custom callbacks for
tag/modelPipelineDiscussion 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
