awslabs gluonts Discussions

Discussions

• 1 You must be logged in to vote

  💬

  Early Stopping vs ModelAveraging (SelectNBestMean(num_models=1)?

  baniasbaabe started May 16, 2023 in General

  

  

  0
• 1 You must be logged in to vote

  💬

  Default Losses for Models

  baniasbaabe started May 16, 2023 in General

  

  

  0
• 1 You must be logged in to vote

  🙏

  How to save and load best DeepAR model ?

  karndeepsingh asked Nov 9, 2021 in Q&A · Unanswered

  

  

  

  

  6
• 1 You must be logged in to vote

  🙏

  AssertionError: Dataframe index is not uniformly spaced. If your dataframe contains data from multiple series in the same column ("long" format), consider constructing the dataset with PandasDataset.from_long_dataframe instead.

  manitadayon asked May 12, 2023 in Q&A · Unanswered

  

  

  0
• 3 You must be logged in to vote

  📣

  DeepAR Inference Performance

  jaheba announced May 9, 2023 in Blog

  

  

  0
• 1 You must be logged in to vote

  🙏

  extending gluonts deepVAR to include imputation for all variables

  ShirleyMgit asked May 2, 2023 in Q&A · Unanswered

  

  

  1
• 1 You must be logged in to vote

  🙏

  Is the sampling for multivariate prediction done from a joint distribution of multiple variables?

  cccjjjfff asked Apr 9, 2023 in Q&A · Unanswered

  

  

  1
• 2 You must be logged in to vote

  🙏

  Question about the Length of the output of TimeFeatures in test data

  echo-yi asked Apr 24, 2023 in Q&A · Unanswered

  

  

  0
• 1 You must be logged in to vote

  🙏

  Understanding how the probabilistic forecasting is combined with the Transformer architecture of Vaswani2017 in GluonTS

  deltaproximity asked Apr 22, 2023 in Q&A · Unanswered

  

  

  0
• 1 You must be logged in to vote

  🙏

  GPVAR and DeepVAR correspond to the same paper. What is the difference between them?

  cccjjjfff asked Apr 8, 2023 in Q&A · Unanswered

  

  

  1
• 1 You must be logged in to vote

  🙏

  Anaconda environment for GluonTS

  MarleneBs asked Apr 3, 2023 in Q&A · Unanswered

  

  

  0
• 1 You must be logged in to vote

  🙏

  Torch based Model vs. PyTorch Forecasting vs. MXnet based DeepAR

  MarleneBs asked Apr 3, 2023 in Q&A · Unanswered

  

  

  0
• 1 You must be logged in to vote

  🙏

  problem with make_evaluation_predictions

  ShirleyMgit asked Apr 3, 2023 in Q&A · Unanswered

  

  

  0
• 1 You must be logged in to vote

  🙏

  Business hours frequency?

  mtomic123 asked Mar 29, 2023 in Q&A · Unanswered

  

  

  0
• 1 You must be logged in to vote

  🙏

  transform the test dataset before prediction

  ShirleyMgit asked Mar 26, 2023 in Q&A · Unanswered

  

  

  0
• 2 You must be logged in to vote

  🙏

  Trying to create train/val/test DataSets (by date), for multiple TSs with different start dates

  yuvalarbel asked Feb 20, 2023 in Q&A · Unanswered

  

  

  8
• 1 You must be logged in to vote

  🙏

  Accessing the underlying model from GluonTs and running underlying functionality

  c3-varun asked Mar 24, 2023 in Q&A · Unanswered

  

  

  0
• 1 You must be logged in to vote

  💬

  InstanceSplitter does not return empty target as suggested by Extended Forecasting Tutorial.

  hericks started Mar 20, 2023 in General

  

  

  0
• 1 You must be logged in to vote

  🙏

  multivariate forcasting - using AddObservedValuesIndicator and Imutation

  ShirleyMgit asked Feb 16, 2023 in Q&A · Unanswered

  

  

  2
• 1 You must be logged in to vote

  🙏

  the use of 'self.embed' in deepVARNetwork

  ShirleyMgit asked Mar 14, 2023 in Q&A · Unanswered

  

  

  1
• 2 You must be logged in to vote

  🙏

  Rolling predictions on a test set

  sh0gg0th asked Oct 5, 2021 in Q&A · Unanswered

  

  

  

  

  6
• 1 You must be logged in to vote

  🙏

  Starting point to really understand Mxnet and GluonTS throughtfully

  rurjais asked Mar 15, 2023 in Q&A · Unanswered

  

  

  0
• 1 You must be logged in to vote

  🙏

  Question about feat_static_cat

  NielsRogge asked Sep 21, 2020 in Q&A · Answered

  

  

  

  

  14
• 1 You must be logged in to vote

  🙏

  feat_dynamic_cat missing from PandasDataset

  jschemm asked Mar 7, 2023 in Q&A · Unanswered

  

  

  0
• 1 You must be logged in to vote

  🙏

  Using num_samples = a value in the forecast code. Is there a way to know the indices of the random selection of the samples, and use the same exact samples' indices for another forecast? I don't want to reproduce the same results using random seeds. This is a different question.

  Msaleh87 asked Feb 27, 2023 in Q&A · Answered

  

  

  5