Discussions

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  How to compute rolling weighted moving average as feature during training and prediction.

  anand086 asked Apr 25, 2024 in Q&A · Unanswered

  

  

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  Training one model per unique_id instead of horizon ?

  mat-ej asked Mar 19, 2024 in Q&A · Unanswered

  

  

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  Using exogenous variables with crossvalidation in mlforecast

  mkrech asked Mar 10, 2024 in Q&A · Unanswered

  

  

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  Tune XGboost with MLforecast and optuna for time series with multiple unique ids

  JY-2015 asked Feb 21, 2024 in Q&A · Unanswered

  

  

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  Manual training of models for multi-step direct forecasting

  laxhammar asked Jan 23, 2024 in Q&A · Answered

  

  

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  Historical and future exogenous variables (like in Neuralforecast)

  tereli started Nov 16, 2023 in General

  

  

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  Time-based cross-validation with consistent cutoff date

  laxhammar started Nov 8, 2023 in General

  

  

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  TypeError: fcst.predict(h=5)

  draconcio12 asked Oct 30, 2023 in Q&A · Unanswered

  

  

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  Missing value error while missing values can be handled by LightGBM

  wregter started Oct 18, 2023 in General · Closed

  

  

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  How to compute features that depend on forecasted values?

  davidrpugh started Oct 9, 2023 in General

  

  

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  Shared predictors between series

  AsierRGdD asked Jan 10, 2023 in Q&A · Unanswered

  

  

  

  

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  What is the difference between dynamic_dfs and X_df when making forecasts?

  davidrpugh started Oct 3, 2023 in General

  

  

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  How to params to XGboost while using it in mlforecast

  sankara-nps asked Sep 26, 2023 in Q&A · Closed · Unanswered

  

  

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  What is the use of multiple static features ?

  ArnMrchl asked Sep 8, 2023 in Q&A · Answered

  

  

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  Lag transforms on multiple unique_id values

  elisevansartefact started Aug 30, 2023 in General

  

  

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  Cannot get fitted_values of cross_validation if max_horizon is not None

  elisevansartefact asked Aug 30, 2023 in Q&A · Unanswered

  

  

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  Exogenous Variables

  BrunoCavag started Mar 5, 2023 in General

  

  

  

  

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  Forecast for only a few specific time series when using dynamic exogenous variables?

  lamhintai asked Jul 8, 2023 in Q&A · Unanswered

  

  

  

  

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  Getting fit stats (e.g. coefficients) when using MLForecast

  FirewingTitan asked Aug 4, 2023 in Q&A · Answered

  

  

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  Questions about the prediction of multiple time series

  yeungsk asked May 10, 2023 in Q&A · Answered

  

  

  

  

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  Sliding window forecast

  nazrifuad2020 asked Jul 20, 2023 in Q&A · Closed · Unanswered

  

  

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  Contribute to the documentation

  truonghm asked Jul 13, 2023 in Q&A · Unanswered

  

  

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  Dynamic features with unknown future values for prediction and cross-validation

  RashidBakirov asked Jun 1, 2023 in Q&A · Answered

  

  

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  Dealing with polynomial trends

  pst2154 asked May 23, 2023 in Q&A · Unanswered

  

  

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  Can you use custom metrics with fit? i.e. SMAPE

  pst2154 asked May 19, 2023 in Q&A · Answered

  

  

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