API

Release

v0.1.3+9.g60e3aef

Date

September 24, 2019

• affine
  • Module: affine
  • Classes
    • AffineError
    • adjoint
    • affine_sum
    • affine_transform
    • aslinear
    • composition
    • hstack
    • identity
    • linear_transform
    • normalize
    • posneg
    • product
    • reshape
    • residual
    • scalar_multiply
    • selector
    • tensorize
    • vstack
  • Functions
• affine.factored_matrix
  • Module: affine.factored_matrix
  • Classes
    • factored_matrix
    • nuclear_norm
    • operator_norm
  • Functions
• affine.fused_lasso
  • Module: affine.fused_lasso
  • Classes
    • trend_filter
    • trend_filter_inverse
  • Function
• affine.image2d
  • Module: affine.image2d
  • Class
  • image2d_differences
  • Functions
• affine.multiscale
  • Module: affine.multiscale
  • Class
  • multiscale
  • Functions
• algorithms
  • Module: algorithms
  • Classes
    • FISTA
    • algorithm
• atoms
  • Module: atoms
  • Classes
    • affine_atom
    • atom
• atoms.block_norms
  • Module: atoms.block_norms
  • Classes
    • block_max
    • block_sum
    • l1_l1
    • l1_l2
    • linf_l2
    • linf_linf
• atoms.cones
  • Module: atoms.cones
  • Classes
    • affine_cone
    • cone
    • l1_epigraph
    • l1_epigraph_polar
    • l2_epigraph
    • l2_epigraph_polar
    • linf_epigraph
    • linf_epigraph_polar
    • nonnegative
    • nonpositive
    • zero
    • zero_constraint
• atoms.group_lasso
  • Module: atoms.group_lasso
  • Classes
    • group_lasso
    • group_lasso_cone
    • group_lasso_dual
    • group_lasso_dual_epigraph
    • group_lasso_dual_epigraph_polar
    • group_lasso_epigraph
    • group_lasso_epigraph_polar
• atoms.linear_constraints
  • Module: atoms.linear_constraints
  • Classes
    • linear_constraint
    • projection
    • projection_complement
• atoms.mixed_lasso
  • Module: atoms.mixed_lasso
  • Classes
    • mixed_lasso
    • mixed_lasso_dual
  • Functions
• atoms.seminorms
  • Module: atoms.seminorms
  • Classes
    • constrained_max
    • constrained_positive_part
    • l1norm
    • l2norm
    • max_positive_part
    • positive_part
    • seminorm
    • supnorm
  • Functions
• atoms.slope
  • Module: atoms.slope
  • Classes
    • slope
    • slope_conjugate
• atoms.sparse_group_lasso
  • Module: atoms.sparse_group_lasso
  • Classes
    • sparse_group_lasso
    • sparse_group_lasso_dual
  • Function
• atoms.svd_norms
  • Module: atoms.svd_norms
  • Classes
    • nuclear_norm
    • nuclear_norm_epigraph
    • nuclear_norm_epigraph_polar
    • operator_norm
    • operator_norm_epigraph
    • operator_norm_epigraph_polar
    • svd_atom
    • svd_cone
• atoms.weighted_atoms
  • Module: atoms.weighted_atoms
  • Classes
    • l1norm
    • seminorm
    • supnorm
• doctemplates
  • Module: doctemplates
    • Examples
  • Functions
• identity_quadratic
  • Module: identity_quadratic
  • identity_quadratic
• objdoctemplates
  • Module: objdoctemplates
• paths
  • Module: paths
  • Classes
    • lasso
    • logistic_factory
    • loss_factory
    • nesta
    • squared_error_factory
  • Function
• problems.admm
  • Module: problems.admm
  • admm_problem
• problems.composite
  • Module: problems.composite
  • Classes
    • composite
    • nonsmooth
    • smooth
    • smooth_conjugate
• problems.conjugate
  • Module: problems.conjugate
  • conjugate
• problems.container
  • Module: problems.container
  • container
• problems.dual_problem
  • Module: problems.dual_problem
  • dual_problem
• problems.separable
  • Module: problems.separable
  • Classes
    • separable
    • separable_problem
  • Function
• problems.simple
  • Module: problems.simple
  • Class
  • simple_problem
  • Functions
• smooth
  • Module: smooth
  • Classes
    • affine_smooth
    • smooth_atom
    • sum
    • zero
  • Function
• smooth.glm
  • Module: smooth.glm
  • Classes
    • coxph
    • gaussian_loglike
    • glm
    • huber_loss
    • logistic_loglike
    • multinomial_loglike
    • poisson_loglike
  • Function
• smooth.losses
  • Module: smooth.losses
  • huberized_svm
• smooth.quadratic
  • Module: smooth.quadratic
  • Classes
    • cholesky
    • quadratic_loss
  • Functions