[MRG] Add DeepDADataset#302
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tgnassou merged 29 commits intoscikit-adaptation:mainfrom Jun 10, 2025
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creation of DeepDADataset class and main functionalities this version is without containers.
tgnassou
reviewed
Jun 2, 2025
skada/deep/base.py
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| X["sample_idx"] = sample_idx | ||
| return X, None | ||
| elif isinstance(X, Dataset): | ||
| try : |
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I don't really like the try here. What does it break sometime ?
skada/deep/base.py
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| sample_domain = dataset.get("sample_domain", sample_domain) | ||
| sample_weight = dataset.get("sample_weight", sample_weight) | ||
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| dataset = DeepDADataset(X, y, sample_domain, sample_weight, device=self.device) |
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You creating a DeepDADAtaset inside itself ?
tgnassou
reviewed
Jun 6, 2025
skada/deep/base.py
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| self._initialize(X, y, sample_domain, sample_weight) | ||
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| def _initialize(self, X:torch.Tensor, y, sample_domain, sample_weight): | ||
| try : |
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You can just try is 'sample_domain is None' ? If it's None you create a troch.full.
…nto mbarneche-deep
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DeepDADatasets is an attempt at unifying the different data representations used in skada deep