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Add last-layer Laplace flavors#2

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aleximmer merged 19 commits intodevaleximmer/Laplace:devfrom llla-devaleximmer/Laplace:llla-devCopy head branch name to clipboardApr 21, 2021

+834-82

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Commits on Apr 20, 2021

• Add feature extractor + test

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• Add test for fit for classification

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• Add LastLayer backend wrapper and restructure

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• Add last-layer Laplace flavors + tests

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• Merge branch 'dev' into llla-dev

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• Sync with laplace.py

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• Add LLJacobians

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• Add modified tests from dev branch

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• Remove file conflicting in case

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• Add scipy for test with torchvision models

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• Modify to ignore numerical errors

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• Rename all Jacobian functions

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• Remove redundant functions from LLLaplace class

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• Rename llbackend attribute to backend

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• Inherit from all-weights Laplace classes to remove redundant methods

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• Remove unnecessary backend wrapper

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• Fix secret trick

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• Refactor to avoid compute_scale argument in fit() method

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• Add support for last-layer with BackPackEF backend and add _model property to BackPackInterface

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