Code

SVM Outlier detector#814

Code

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mauicv merged 34 commits intoSeldonIO:masterSeldonIO/alibi-detect:masterfrom mauicv:feature/svm-odmauicv/alibi-detect:feature/svm-odCopy head branch name to clipboardJul 7, 2023

+1,045

Commits

Commits on Jun 12, 2023

• Add inital implemnetation of svm

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Commits on Jun 13, 2023

• Fix import error

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• Fix optional dep tests

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• Add svm detector tests

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• Add tqdm pbar

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• Fix device logic

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• Fix device logic

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• Fix device logic

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• Allow n_components to be None

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Commits on Jun 14, 2023

• Integrate sklearn backend and add tests

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• Add sigma parameter to svm implementation

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• Replace gamma with sigma

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Commits on Jun 15, 2023

• Add better support for kernel

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• Update docstrings for svm detector

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• Fix mypy errors

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• Minor change

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• Minor changes

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Commits on Jun 27, 2023

• Replace sklearn backend with seperate algorithm classes

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• Fix tests

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• Add logic to warn the user about optimization/device combinations

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• Add warnings and tests for user device/optimization choices

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• Raise error for incorrect optimization kwarg

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Commits on Jun 28, 2023

• Fix docstrings for svm frontend and backends

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• Minor changes

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• Make requested PR changes

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Commits on Jun 29, 2023

• Minor changes

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Commits on Jul 4, 2023

• Replace GdSVMTorch with BgdSVMTorch

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Commits on Jul 5, 2023

• Make svm requested SVM PR changes

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• Fix optional dep tests

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• Normalize svm so that intercept is 1

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• Normalize svm coefs when scoring

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Commits on Jul 7, 2023

• Change step_size_range lower bound value

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• Change step_size_range in other defaults too

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• Minor change

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