ENH - add support for intercept in `SqrtLasso`#214

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PascalCarrivain wants to merge 54 commits intoscikit-learn-contrib:mainfrom

PascalCarrivain:fix_intercept_SqrtLasso

Commits on Dec 14, 2023

Commits on Dec 15, 2023

Commits on Dec 18, 2023

Commits on Jan 23, 2024

fix undefined name 'X_coeff'
PascalCarrivain
committed

Commits on Feb 22, 2024

add fit_intercept to test_alpha_max and to self.solver_
PascalCarrivain
committed

Commits on Feb 23, 2024

add fit_intercept docstring, factorized duplicate code
PascalCarrivain
committed

Commits on Apr 22, 2025

Fix imports in README (#211)

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floriankozikowski
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DOC - Add installation instructions for conda-forge (#210)

jjerphan
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floriankozikowski
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FIX - Upload documentation only when merging to ``main`` (#209)

Badr-MOUFAD
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floriankozikowski
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cd to doc before (#212)

Badr-MOUFAD
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floriankozikowski
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DOC - Hide table of contents in documentation home page (#213)

Badr-MOUFAD
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floriankozikowski
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Add Code of Conduct (#217)

Badr-MOUFAD
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floriankozikowski
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MNT - bump to version 0.3.2 (#218)

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floriankozikowski
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DOC - Fix link to stable documentation (#219)

Badr-MOUFAD
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floriankozikowski
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Add Group Lasso with positive weigths (#221)

QB3
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floriankozikowski
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Add prox vec L05 (#222)

mathurinm
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floriankozikowski
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DOC update contribution section (#224)

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floriankozikowski
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FIX - computation of ``subdiff_distance`` in ``WeightedGroupL2`` penalty (#225)

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floriankozikowski
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API change use_acc default value to False in GreedyCD (#236)

mathurinm
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floriankozikowski
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MNT change solver quantile regressor sklearn in test (#235)

mathurinm
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floriankozikowski
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ENH add GroupLasso estimator with sparse X support (#228)

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floriankozikowski
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DOC add ucurve example (#239)

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floriankozikowski
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FIX objective function in docstring ``GroupLasso`` (#241)

mathurinm
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floriankozikowski
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DOC - update documentation (#242)

Badr-MOUFAD
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floriankozikowski
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DOC add group logistic regression example (#246)

mathurinm
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floriankozikowski
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ENH implement gradient and allow `y_i = 0` in `Poisson` datafit (#253)

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floriankozikowski
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ENH gradient, raw grad and hessian for Quadratic (#257)

mathurinm
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floriankozikowski
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FIX ProxNewton solver with fixpoint strategy (#259)

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floriankozikowski
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FEAT add WeightedQuadratic datafit to allow sample weights (#258)

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floriankozikowski
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DOC L1-regularization parameter tutorial (#264)

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floriankozikowski
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FEAT implement sparse group lasso penalty and ws_strategy="fixpoint" for BCD (#267)

mathurinm
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floriankozikowski
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ENH - check ``datafit + penalty`` compatibility with solver (#137)

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floriankozikowski
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MNT Update pull_request_template.md (#271)

mathurinm
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floriankozikowski
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FIX make PDCD_WS solver usable in GeneralizedLinearEstimator (#274)

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floriankozikowski
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ENH - Adds support for L1 + L2 regularization in SparseLogisticRegression (#278)

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floriankozikowski
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FEAT Add QuadraticHessian datafit (#279)

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floriankozikowski
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Docstring update for L2 penalty in SparseLogisticRegression (#281)
floriankozikowski
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FIX/MNT install R with conda and use python 3.10 on test workflow (#282)

mathurinm
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floriankozikowski
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MNT move citation up in readme (#284)

mathurinm
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floriankozikowski
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REL release 0.4 (#285)

mathurinm
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floriankozikowski
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MNT start dev of 0.5 version (#286)

mathurinm
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floriankozikowski
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MNT add celer test dep (#288)

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floriankozikowski
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MNT add python version requirement (#289)

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floriankozikowski
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MNT fix failing slope test (#287)

jolars
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floriankozikowski
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MNT add tags for sklearn (#293)

mathurinm
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floriankozikowski
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ENH - jit-compile datafits and penalties inside solver (#270)

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floriankozikowski
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first try at unit test
floriankozikowski
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first try, add support for fit_intercept in sqrtLasso, TODOS: review if correct, clean up, pot. add support for sparse X (not sure if that works), enhance docstring
floriankozikowski
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Merge remote-tracking branch 'origin/main' into fix_intercept_SqrtLasso
floriankozikowski
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fix merge errors
floriankozikowski
committed

Commits on Apr 23, 2025

fix pytest, should work now
floriankozikowski
committed