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Add TabularForecaster task based on PyTorch Forecasting #647

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2716347
Revert "Added TabularRegressionData extending TabularData (#574)"
sumanmichael Jul 15, 2021
a34be7d
added DataModule, PreProcess, DataSource for TabularForecasting
sumanmichael Jul 15, 2021
42aa6ce
added TABULAR_FORECASTING_BACKBONES
sumanmichael Jul 16, 2021
00b43aa
[WIP] added model.py in tabular forecasting
sumanmichael Aug 10, 2021
20eb7ec
Merge branch 'master' into feature/pytorch_forecasting
ethanwharris Aug 10, 2021
c3c4282
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Aug 10, 2021
75cc620
Updates
ethanwharris Aug 10, 2021
eec7fab
Merge branch 'feature/pytorch_forecasting' of https://github.com/suma…
ethanwharris Aug 10, 2021
5c554d4
Updates
ethanwharris Aug 10, 2021
3f02252
Try fix
ethanwharris Aug 10, 2021
f6ac528
Updates
ethanwharris Aug 10, 2021
3db1966
Rename to TabularClassificationData
ethanwharris Aug 10, 2021
f2a8cc1
Updates
ethanwharris Aug 10, 2021
e72d441
Fix embedding sizes
ethanwharris Aug 10, 2021
739d9a8
Fixes and add example
ethanwharris Aug 10, 2021
353f1f9
Merge branch 'master' into feature/pytorch_forecasting
ethanwharris Aug 23, 2021
672bf9e
Merge branch 'master' into feature/pytorch_forecasting
ethanwharris Sep 20, 2021
a3aafd0
Updates
ethanwharris Sep 20, 2021
157ef3f
Switch to an adapter
ethanwharris Sep 22, 2021
3872b34
Merge branch 'master' into feature/pytorch_forecasting
ethanwharris Sep 22, 2021
e7bca8e
Small fixes
ethanwharris Sep 23, 2021
3bad7a8
Merge branch 'feature/pytorch_forecasting' of https://github.com/suma…
ethanwharris Sep 23, 2021
fc10908
Merge branch 'master' into feature/pytorch_forecasting
ethanwharris Oct 28, 2021
86f3bf9
Add inference error
ethanwharris Oct 28, 2021
c7967ca
Add inference and refactor
ethanwharris Oct 28, 2021
7fb852f
Add interpertation example
ethanwharris Oct 28, 2021
3a9c9ab
Fix broken tests
ethanwharris Oct 28, 2021
69c4467
Merge branch 'master' into feature/pytorch_forecasting
ethanwharris Oct 28, 2021
b7846a3
Small fixes and add some tests
ethanwharris Oct 29, 2021
b7756b0
Updates
ethanwharris Oct 29, 2021
6313ffe
Update CHANGELOG.md
ethanwharris Oct 29, 2021
8976a90
Add provider
ethanwharris Oct 29, 2021
fb4a598
Update flash/core/integrations/pytorch_forecasting/adapter.py
ethanwharris Oct 29, 2021
9c213d6
Update flash/core/integrations/pytorch_forecasting/adapter.py
ethanwharris Oct 29, 2021
3cbd13e
Update on comments
ethanwharris Oct 29, 2021
c71bff7
Merge branch 'master' into feature/pytorch_forecasting
ethanwharris Oct 29, 2021
d005bb1
Merge branch 'master' into feature/pytorch_forecasting
ethanwharris Oct 29, 2021
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Update flash/core/integrations/pytorch_forecasting/adapter.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
ethanwharris and Borda authored Oct 29, 2021
commit 9c213d6cd2a6201e5e97337b38bed03b711d586c
3 changes: 1 addition & 2 deletions flash/core/integrations/pytorch_forecasting/adapter.py
Original file line number Diff line number Diff line change
@@ -84,8 +84,7 @@ def from_task(
metrics = [metrics]
backbone_kwargs["logging_metrics"] = metrics

if not backbone_kwargs:
backbone_kwargs = {}
backbone_kwargs = backbone_kwargs or {}

adapter = cls(task.backbones.get(backbone)(time_series_dataset=time_series_dataset, **backbone_kwargs))