scikit-learn-contrib/skglm

Issues

• REL - release 0.4

  #199 opened a year ago by mathurinm
  3

• ENH add support for L1 + L2 regularization in SparseLogisticRegression

  #231 opened 2 months ago by mathurinm
  1

• FEAT - Add Non Convex Graphical Lasso

  #277 opened 4 months ago by mathurinm
  0

• PDCD_WS solver seems unstable for Pinball Loss.

  #276 opened 4 months ago by tpanum
  0

• FEAT - Double quadratic datafit (quad-quad)

  #272 opened 5 months ago by tomaszkacprzak
  6

• Help with custom DataFit for Tweedie Regression

  #266 opened 6 months ago by fsaforo1
  7

• Pinball-loss: Unable to fit?

  #273 opened 5 months ago by tpanum
  3

• DOC - Add tutorial for Group Estimators

  #263 opened 6 months ago by Badr-MOUFAD
  2

• TST add sparse group lasso testing against GSROPTIM

  #268 opened 6 months ago by mathurinm
  1

• FEAT - Add test against Gap safe for the sparse group Lasso

  #269 opened 6 months ago by QB3
  1

• FEAT - implement BlockL2_plus_L1 penalty

  #198 opened 6 months ago by mathurinm
  1

• FEAT - add ``fixpoint`` strategy for ``GroupBCD`` solver

  #208 opened 6 months ago by Badr-MOUFAD
  0

• Add datafit with log det datafit

  #265 opened 6 months ago by QB3
  3

• Warm start has no effect on GramCD solver

  #229 opened 9 months ago by carlosg-m
  9

• FEAT - Sample weights

  #223 opened 7 months ago by sujay-pandit
  19

• Poisson regression problems in skglm

  #251 opened 7 months ago by Tianbo-Diao
  12

• FEAT - Add alpha_max methods to estimators

  #240 opened 9 months ago by QB3
  2

• BUG ProxNewton solver gets stuck with L0_5 penalty

  #261 opened 7 months ago by mathurinm
  1

• FEAT add compute_alpha_max function

  #262 opened 7 months ago by mathurinm
  0

• FEAT - Use @njit(cache=True)

  #215 opened a year ago by PascalCarrivain
  4

• BUG ProxNewton with `ws_strategy="fixpoint"` is 100 times slower than with subdiff_dist strategy

  #256 opened 7 months ago by mathurinm
  5

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

  #260 opened 7 months ago by Badr-MOUFAD
  0

• FEAT - Make GeneralizedLinearEstimator compatible with GridSearchCV

  #255 opened 7 months ago by mathurinm
  0

• FEAT - Add score to GeneralizedLinearEstimator based on its datafit

  #254 opened 7 months ago by mathurinm
  0

• FEAT - Add GroupLasso and GroupLogisticRegression estimators

  #197 opened 7 months ago by mathurinm
  15

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

  #249 opened 7 months ago by QB3
  5

• FEAT - Strata in COX model

  #247 opened 8 months ago by hermanhmchan
  3

• FEAT - Support patsy built-in function for formula variable

  #248 opened 8 months ago by hermanhmchan
  3

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

  #243 opened 9 months ago by Badr-MOUFAD
  0

• TST - Make the unit test less slow

  #237 opened 9 months ago by mathurinm
  0

• FEAT - GroupLasso estimator with sparse X support

  #226 opened 9 months ago by tomaszkacprzak
  4

• FEAT add sparse_coef_ property for ElasticNet and Lasso

  #238 opened 9 months ago by mathurinm
  0

• UserWarning: Anderson acceleration does not work with greedy_cd, set use_acc=False

  #233 opened 9 months ago by carlosg-m
  0

• Generation of predicted values outside of the range [0,1]

  #230 opened 9 months ago by ilanfri
  4

• ENH change default value of use_acc in GramCD

  #234 opened 9 months ago by mathurinm
  1

• First `.fit` always takes more time than posterior fits

  #232 opened 9 months ago by carlosg-m
  2

• Is AndersonCD solver compatible with Logistic datafit and L1 penalty ?

  #227 opened 10 months ago by egillax
  3

• DOC scrolling the left column menu scrolls the full page until bottom is reached, then scrolls the left menu

  #220 opened a year ago by mathurinm
  2

• API simplify BaseDatafit and BasePenalty

  #202 opened a year ago by mathurinm
  0

• DOC add stable/dev versions of the doc

  #203 opened a year ago by mathurinm
  0

• MNT - Rename ``dist_fix_point`` to ``dist_fix_point_cd``

  #193 opened a year ago by Badr-MOUFAD
  0

• FEAT - Extend ``AndersonAcceleration`` class to handle matrix iterates

  #195 opened a year ago by Badr-MOUFAD
  0

• API: refactor what `initialize` does

  #191 opened a year ago by mathurinm
  0

• Issue with class `Gamma`

  #188 opened a year ago by anthonybritto
  2

• Does skglm support partial_fit？

  #186 opened a year ago by rookie0620
  3

• Extension to linear autoregressive models

  #187 opened a year ago by mbignotti
  2

• ENH get rid of our implementation of power method

  #183 opened a year ago by mathurinm
  1

• BUG error in prox slope computation

  #178 opened 2 years ago by mathurinm
  3

• Unable to fit estimator with Cox datafit and SLOPE penalty

  #177 opened 2 years ago by tobias-zehnder
  9

• MNT - migrate sparse matrix operation to ``utils.sparse_ops``

  #174 opened 2 years ago by Badr-MOUFAD
  0