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ENH Replace loss module HGBT#20811

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thomasjpfan merged 155 commits intoscikit-learn:mainscikit-learn/scikit-learn:mainfrom

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Jan 11, 2022

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Commits on Jul 18, 2021

• ENH add common link function submodule

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• ENH add common loss function submodule

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• ENH define loss.is_multiclass

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• TST test more losses in test_specific_fit_intercept_only

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• FIX test_loss_boundary

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Commits on Jul 19, 2021

• ENH Tempita for losses

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• MNT apply black

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Commits on Jul 20, 2021

• TST replace np.quantile by np.percentile

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• ENH make Interval a dataclass

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• DOC improve docstrings in link.py

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• TST add negative intervals

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• ENH add __post_init__ to class Interval

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• MNT rename cython losses

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• TST predict_proba and gradient_proba

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• MNT use is_multiclass in tests instead of n_classes <= 2

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• DOC docstring predict_proba and more

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• Merge branch 'main' into loss_module_tempita

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Commits on Aug 17, 2021

• TST test graceful squeezing

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• Merge branch 'main' into loss_module_tempita

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• CLN no extra methods for HalfSquaredError

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Commits on Aug 19, 2021

• TST remove testing if approx_hessian=True

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Commits on Aug 23, 2021

• DOC remove loss module for classes.rst

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Commits on Aug 27, 2021

• TST that losses can be pickled

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Commits on Aug 28, 2021

• TST add test_loss_on_specific_values

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• FIX make cython inheritance happy and losses pickable

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Commits on Aug 29, 2021

• ENH support const memoryviews by ReadonlyWrapper

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Commits on Aug 30, 2021

• address review comments

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• FEA add ReadonlyWrapper

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• ENH add common link function submodule

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• ENH add common loss function submodule

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• CLN replace deprecated np.int by int

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• DOC document default=1 for n_threads

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• MNT change NPY_1_13_API_VERSION to NPY_1_7_API_VERSION

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• TST restructure domain test cases

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• DOC add losses to API reference

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• ENH define loss.is_multiclass

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• DOC fix typos

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• TST test more losses in test_specific_fit_intercept_only

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• FIX test_loss_boundary

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• ENH Tempita for losses

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• MNT apply black

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• TST replace np.quantile by np.percentile

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• ENH make Interval a dataclass

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• DOC improve docstrings in link.py

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• MNT use numpy dtype instead of Python type

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• TST add negative intervals

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• ENH add __post_init__ to class Interval

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• MNT rename cython losses

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• TST loss.predict_proba

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• TST predict_proba and gradient_proba

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• MNT use is_multiclass in tests instead of n_classes <= 2

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• DOC docstring predict_proba and more

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• TST test graceful squeezing

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• CLN no extra methods for HalfSquaredError

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• TST remove testing if approx_hessian=True

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• DOC remove loss module for classes.rst

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• TST that losses can be pickled

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• TST add test_loss_on_specific_values

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• FIX make cython inheritance happy and losses pickable

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• ENH support const memoryviews by ReadonlyWrapper

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• address review comments

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• Merge

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Commits on Sep 6, 2021

• Merge branch 'main' into loss_module_tempita

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• MNT rename out parameters

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Commits on Oct 24, 2021

• TST increase maxiter

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• MNT composition instead of inheritance

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• MNT interval_raw_prediction never used

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• Merge branch 'main' into loss_module_tempita

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Commits on Nov 12, 2021

• DEBUG print infos

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Commits on Nov 15, 2021

• CLN rename binary and categorical cross entropy to binomial and multinomial loss

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• Merge branch 'main' into loss_module_tempita

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Commits on Nov 19, 2021

• Merge branch 'main' into loss_module_tempita

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Commits on Nov 20, 2021

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• TST aligned create_memmap_backed_data

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Commits on Nov 21, 2021

• FIX replace CyBinaryCrossEntropy by CyHalfBinomialLoss

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• MNT remove Cython compiler directives due to #21512

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Commits on Nov 26, 2021

• Merge branch 'main' into loss_module_hgbt

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• ENH replace loss by common loss in HGBT

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Commits on Dec 1, 2021

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Commits on Dec 2, 2021

• ENH reshape _baseline_prediction only once

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Commits on Dec 3, 2021

• ENH add init_gradient_and_hessian to loss class

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• MNT remove _init_gradients_and_hessians

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Commits on Dec 4, 2021

• FIX test_sum_hessians_are_sample_weight

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• TST that init_gradient_and_hessian raises exceptions

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• TST do not test invalid order argument

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Commits on Jan 11, 2022

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