Issues

• CDClassifier : error for penalty="l1" and penalty="l2", but no error for penalty="l1/l2"

  scikit-learn-contrib/lightning#202 · Filter by author Sandy4321 opened on Jul 31, 2023
  5

• Missing Support for class-weights specifications to tacke Disproportionate Number of Samples between dependent variable classes

  scikit-learn-contrib/lightning#200 · Filter by author DexterGlass opened on Oct 14, 2022

• Why not initialize SAG/SAGA memory with 0 and divide by seen indices so far as in sklearn?

  scikit-learn-contrib/lightning#199 · Filter by author NikZak opened on Oct 14, 2022

• DOC: sometimes the Lasso solution is the same as sklearn, sometimes not

  scikit-learn-contrib/lightning#186 · Filter by author mathurinm opened on Dec 17, 2021
  5

• Does lightning natively support multi-label

  scikit-learn-contrib/lightning#185 · Filter by author Mtaylert opened on Dec 10, 2021
  1

• do you have implementation for regression with confidence intervals ?

  scikit-learn-contrib/lightning#181 · Filter by author Sandy4321 opened on May 26, 2021

• do you have support vector regression with soft margin and confidence interval ?

  scikit-learn-contrib/lightning#180 · Filter by author Sandy4321 opened on May 26, 2021

• do you have Regression for spars categorical big data after one hot transformation

  scikit-learn-contrib/lightning#160 · Filter by author Sandy4321 opened on May 4, 2021

• do you have Quantile Regression for spars data after one hot transformation

  scikit-learn-contrib/lightning#159 · Filter by author Sandy4321 opened on May 4, 2021

• FistaRegressor does not converge for real data

  scikit-learn-contrib/lightning#151 · Filter by author arose13 opened on Mar 10, 2021
  3

• 2d errors when passing pandas DataFrame/Series

  scikit-learn-contrib/lightning#149 · Filter by author simpsus opened on Feb 23, 2021

• Unsafe screening with CDClassifier?

  scikit-learn-contrib/lightning#140 · Filter by author tomMoral opened on Jan 5, 2020
  1

• do you have example for fused lasso for spars one hot data logistic regression?

  scikit-learn-contrib/lightning#137 · Filter by author Sandy4321 opened on Aug 27, 2019

• you code vs vene/pyowl: similar coefficients

  scikit-learn-contrib/lightning#136 · Filter by author Sandy4321 opened on Aug 12, 2019

• do you support regularization, at least LASSO

  scikit-learn-contrib/lightning#135 · Filter by author Sandy4321 opened on Aug 12, 2019

• TotalVariation2DPenalty ?

  scikit-learn-contrib/lightning#131 · Filter by author sebconort opened on Jan 29, 2019
  2

• 'modified huber' loss not implemented for Classification.

  scikit-learn-contrib/lightning#126 · Filter by author vkasojhaa opened on Jul 4, 2018

• [feature request] implement partial_fit

  scikit-learn-contrib/lightning#125 · Filter by author stsievert opened on Jun 19, 2018

• ImportError: cannot import name 'get_dataset'

  scikit-learn-contrib/lightning#124 · Filter by author sharthZ23 opened on Apr 8, 2018

• [BUG] Results from liblinear and SAGAClassifier do not match

  scikit-learn-contrib/lightning#113 · Filter by author arthurmensch opened on Mar 2, 2017
  5

• Random cycles in solvers

  scikit-learn-contrib/lightning#112 · Filter by author arthurmensch opened on Feb 20, 2017

• [Documentation] Comparative benchmarks

  scikit-learn-contrib/lightning#111 · Filter by author arthurmensch opened on Feb 20, 2017

• CDClassifer consistency

  scikit-learn-contrib/lightning#110 · Filter by author arthurmensch opened on Feb 20, 2017
  1

• [Documentation] Stopping criterion

  scikit-learn-contrib/lightning#109 · Filter by author arthurmensch opened on Feb 20, 2017
  2

• change return values of Penalty function in sag_fast

  scikit-learn-contrib/lightning#107 · Filter by author casotto opened on Feb 9, 2017
  1