Issues

• INVOLVEMENT - Interested in developing feature for SQRT-Regression

  scikit-learn-contrib/skglm#336 · Filter by author nr282 opened on Mar 16, 2026

• FEAT - WeightedLogistic datafit

  scikit-learn-contrib/skglm#335 · Filter by author carlosg-m opened on Jan 11, 2026
  1

• ENH clarify intercept_update_step for Poisson and Gamma

  scikit-learn-contrib/skglm#329 · Filter by author mathurinm opened on Aug 2, 2025
  1

• ENH improve speed of BFGS solver

  scikit-learn-contrib/skglm#328 · Filter by author mathurinm opened on Aug 2, 2025

• FEAT - Implement path fitting for SLOPE

  scikit-learn-contrib/skglm#314 · Filter by author jolars opened on May 30, 2025
  1

• FEAT - Add Non Convex Graphical Lasso

  scikit-learn-contrib/skglm#277 · Filter by author mathurinm opened on Sep 23, 2024
  1

• FEAT - Double quadratic datafit (quad-quad)

  scikit-learn-contrib/skglm#272 · Filter by author tomaszkacprzak opened on Jul 29, 2024
  9

• TST add sparse group lasso testing against GSROPTIM

  good first issue
  scikit-learn-contrib/skglm#268 · Filter by author mathurinm opened on Jul 14, 2024
  2

• Add datafit with log det datafit

  scikit-learn-contrib/skglm#265 · Filter by author QB3 opened on Jul 5, 2024
  3

• FEAT add compute_alpha_max function

  scikit-learn-contrib/skglm#262 · Filter by author mathurinm opened on Jun 3, 2024

• BUG ProxNewton solver gets stuck with L0_5 penalty

  scikit-learn-contrib/skglm#261 · Filter by author mathurinm opened on Jun 3, 2024
  1

• TST - enable boundscheck in numba jit-compiled function in unittests

  scikit-learn-contrib/skglm#260 · Filter by author Badr-MOUFAD opened on Jun 1, 2024

• FEAT - Make GeneralizedLinearEstimator compatible with GridSearchCV

  scikit-learn-contrib/skglm#255 · Filter by author mathurinm opened on May 31, 2024
  3

• FEAT - Add score to GeneralizedLinearEstimator based on its datafit

  scikit-learn-contrib/skglm#254 · Filter by author mathurinm opened on May 31, 2024

• FEAT - Add quadratic datafit with no access to the target

  scikit-learn-contrib/skglm#249 · Filter by author QB3 opened on May 27, 2024
  5

• FEAT - Strata in COX model

  scikit-learn-contrib/skglm#247 · Filter by author hermanhmchan opened on May 11, 2024
  3

• DOC - Update the derivation equations of the positive Group Lasso penalty

  good first issue
  scikit-learn-contrib/skglm#243 · Filter by author Badr-MOUFAD opened on Apr 6, 2024
  4

• FEAT - Add alpha_max methods to estimators

  enhancementneeds discussion
  scikit-learn-contrib/skglm#240 · Filter by author QB3 opened on Apr 3, 2024
  2

• FEAT add sparse_coef_ property for ElasticNet and Lasso

  scikit-learn-contrib/skglm#238 · Filter by author mathurinm opened on Apr 2, 2024

• TST - Make the unit test less slow

  scikit-learn-contrib/skglm#237 · Filter by author mathurinm opened on Mar 28, 2024

• FEAT - Use @njit(cache=True)

  scikit-learn-contrib/skglm#215 · Filter by author PascalCarrivain opened on Dec 14, 2023
  6

• FEAT - Extend AndersonAcceleration class to handle matrix iterates

  scikit-learn-contrib/skglm#195 · Filter by author Badr-MOUFAD opened on Oct 26, 2023

• ENH should initialize methods return self?

  scikit-learn-contrib/skglm#169 · Filter by author mathurinm opened on Jun 15, 2023

• Provide a safe mechanism to change attributes in datafits/penalties/solvers

  needs discussion
  scikit-learn-contrib/skglm#164 · Filter by author Badr-MOUFAD opened on Jun 8, 2023

• ENH add ThreeOperatorSplitting Solver

  scikit-learn-contrib/skglm#142 · Filter by author mathurinm opened on Jan 12, 2023