Networks to be added - Githubissues

LMZimmer / Auto-PyTorch_refactor

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Networks to be added #32

Open bastiscode opened 3 years ago

bastiscode commented 3 years ago

This issue is a reminder for all network architectures we still want to implement.

Backbones:

time_series: ConvTimeSeriesNetBackbone (backbone using 1D convolutions, maybe create shared base class with the already implemented ConvImageNetBackbone)
image: WideResNetBackbone (see https://github.com/automl/Auto-PyTorch/blob/master/autoPyTorch/components/networks/image/resnet.py)
tabular: DenseNetBackbone (see https://arxiv.org/pdf/2003.06505.pdf, Figure 1)

LMZimmer commented 3 years ago

Also, Shaped ResNets are not in the tabular space