#675 add first draft for tft_explainer #1
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hrzn
reviewed
Nov 15, 2022
| super().explain( | ||
| foreground_series, foreground_past_covariates, foreground_future_covariates | ||
| ) | ||
| if self._explain_results is None: |
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I don't think you should cache the explainability results, they should be recomputed when explain() is called (with potentially different series)
hrzn
reviewed
Nov 15, 2022
| def __init__( | ||
| self, | ||
| model: TFTModel, | ||
| background_series: Optional[Union[TimeSeries, Sequence[TimeSeries]]] = None, |
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Do we need to provide these background series? If they don't play a role I'd remove.
hrzn
reviewed
Nov 15, 2022
| "encoder_names": encoder_names, | ||
| "attention_heads": attention_heads, | ||
| } | ||
| self._explain_results = ExplainabilityResult({"tft": expl_res}) |
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The ExplainabilityResult should probably contain some TimeSeries
|
This PR is deprecated. The real PR can be found in the darts repository unit8co#1392 |
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This is a Draft PR
Fixes #.
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