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skglm 0.3.1 documentation
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skglm 0.3.1 documentation
Version
Stable Dev
  • Getting started
  • Tutorials
  • Examples Gallery
    • Value and proximal operators of penalties
    • Comparison of Lasso and Weighted Lasso
    • Weighted Lasso with some zero weights
    • Logistic regression with Elastic net and minimax concave penalties
    • Timing comparison between direct prox computation and reweighting
    • Timing comparison with scikit-learn for Lasso
    • Sparse recovery with non-convex penalties
    • Comparison of lifelines with skglm for survival analysis
  • API Documentation
    • skglm.GeneralizedLinearEstimator
    • skglm.CoxEstimator
    • skglm.ElasticNet
    • skglm.Lasso
    • skglm.LinearSVC
    • skglm.SparseLogisticRegression
    • skglm.MCPRegression
    • skglm.MultiTaskLasso
    • skglm.WeightedLasso
    • skglm.penalties.IndicatorBox
    • skglm.penalties.L0_5
    • skglm.penalties.L1
    • skglm.penalties.L1_plus_L2
    • skglm.penalties.L2
    • skglm.penalties.L2_3
    • skglm.penalties.LogSumPenalty
    • skglm.penalties.MCPenalty
    • skglm.penalties.PositiveConstraint
    • skglm.penalties.WeightedL1
    • skglm.penalties.WeightedGroupL2
    • skglm.penalties.WeightedMCPenalty
    • skglm.penalties.SCAD
    • skglm.penalties.BlockSCAD
    • skglm.penalties.SLOPE
    • skglm.datafits.Cox
    • skglm.datafits.Gamma
    • skglm.datafits.Huber
    • skglm.datafits.Logistic
    • skglm.datafits.LogisticGroup
    • skglm.datafits.Poisson
    • skglm.datafits.Quadratic
    • skglm.datafits.QuadraticGroup
    • skglm.datafits.QuadraticSVC
    • skglm.solvers.AndersonCD
    • skglm.solvers.FISTA
    • skglm.solvers.GramCD
    • skglm.solvers.GroupBCD
    • skglm.solvers.GroupProxNewton
    • skglm.solvers.LBFGS
    • skglm.solvers.MultiTaskBCD
    • skglm.solvers.ProxNewton
    • skglm.experimental.IterativeReweightedL1
    • skglm.experimental.PDCD_WS
    • skglm.experimental.Pinball
    • skglm.experimental.SqrtQuadratic
    • skglm.experimental.SqrtLasso
  • Contribute to skglm
  • What’s new
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