API Deprecate positional arguments in svm module#16973
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adrinjalali merged 3 commits intoscikit-learn:masterfrom Apr 23, 2020
Merged
API Deprecate positional arguments in svm module#16973adrinjalali merged 3 commits intoscikit-learn:masterfrom
adrinjalali merged 3 commits intoscikit-learn:masterfrom
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adrinjalali
approved these changes
Apr 21, 2020
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| def __init__(self, C=1.0, kernel='rbf', degree=3, gamma='scale', | ||
| @_deprecate_positional_args | ||
| def __init__(self, *, C=1.0, kernel='rbf', degree=3, gamma='scale', |
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I would leave C and nu positional, I think, but no strong preference.
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I think not. Too unclear with SVC(0.5)
jnothman
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Apr 21, 2020
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| def __init__(self, C=1.0, kernel='rbf', degree=3, gamma='scale', | ||
| @_deprecate_positional_args | ||
| def __init__(self, *, C=1.0, kernel='rbf', degree=3, gamma='scale', |
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I think not. Too unclear with SVC(0.5)
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| def __init__(self, kernel='rbf', degree=3, gamma='scale', | ||
| @_deprecate_positional_args | ||
| def __init__(self, *, kernel='rbf', degree=3, gamma='scale', |
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I'd consider kernel being positional in SVMs... but SVC has C in the way.
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Maybe that's something we can do once the deprecation cycle is over, because there would be no risk of breaking user code?
NicolasHug
approved these changes
Apr 22, 2020
sklearn/svm/_classes.py
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| def __init__(self, penalty='l2', loss='squared_hinge', dual=True, tol=1e-4, | ||
| C=1.0, multi_class='ovr', fit_intercept=True, | ||
| @_deprecate_positional_args | ||
| def __init__(self, penalty='l2', *, loss='squared_hinge', dual=True, |
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any reason to make penalty positional but not the loss?
I feel like both are equally unambiguous given the possible names
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| def __init__(self, kernel='rbf', degree=3, gamma='scale', | ||
| @_deprecate_positional_args | ||
| def __init__(self, *, kernel='rbf', degree=3, gamma='scale', |
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Maybe that's something we can do once the deprecation cycle is over, because there would be no risk of breaking user code?
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* API Keyword only for svm * BUG Fix * CLN Address comments
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* API Keyword only for svm * BUG Fix * CLN Address comments
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Reference Issues/PRs
Towards #15005
CC @adrinjalali