Jose Berutich

Add past_feat_dynamic_real to MetaData

1

Would be great if we can also include past_feat_dynamic_real to the dataset MetaData, so it can be used downstream in TFT. Change should be quite simple by simply adding one...

TemporalFusionTransformerEstimator gives error when using static categorical features using PandasDataset

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## Description TFT seems to have a bug in version 0.11 and no longer works with features when using a PandasDataset. I have only tried using static categorical features. I...

TopDown method (proportion_averages, average_proportions) broken in 0.3.0, 0.4.0 and 0.4.1

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### What happened + What you expected to happen The TopDown methods: - proportion_averages - average_proportions Are broken after version 0.2.1. Error output: ``` KeyError Traceback (most recent call last)...

TemporalFusionTransformerEstimator (torch) fails when using PAST_FEAT_DYNAMIC_CAT

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## Description When using a PAST_FEAT_DYNAMIC_CAT in the torch implementation of TemporalFusionTransformerEstimator, it fails. Commenting the past_dynamic_cardinalities argument makes the example work ## To Reproduce (Please provide minimal example of...