Code

Multiple tab components#226

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jrzaurin merged 14 commits intomasterjrzaurin/pytorch-widedeep:masterfrom multiple_tab_componentsjrzaurin/pytorch-widedeep:multiple_tab_componentsCopy head branch name to clipboardAug 26, 2024

+15,113-17,716

Commits

Commits on Aug 18, 2024

• removed support for FDS (feature distribution smoothing) and LDS (label distribution smoothing)

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• Small adjustment setting the model back to train mode after validation. Is all cool

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Commits on Aug 19, 2024

• completed '_set_model_components'. Still not tested and lots to do

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Commits on Aug 20, 2024

• All WideDeep class adjusted for multiple tabular components. Still not tested

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Commits on Aug 23, 2024

• Added option of multi tabular components. Runs with model fusion. More tests of course needed

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• Added option of multi tabular components. Runs with model fusion. More tests of course needed

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• Added option of multi tabular components. Runs also without model fusion. More tests of course needed

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• first test passed. Getting closer to release (still a way, but closer)

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• All tests passed. For the time being mutiple tabular components will not be offered to the 'load from folder' classes. Therefore, only thing left is adjust docs and test in GPU

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Commits on Aug 24, 2024

• Adjusted docs when needed

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Commits on Aug 25, 2024

• Adjusted the readme and upgraded version

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• Adjusted the readme and upgraded version

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Commits on Aug 26, 2024

• Fixed a bug related to multiple tabular components with a FC head. Increased test coverage

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• A further increased in coverage of edge cases

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