Logo
0.1.0
  • Documentation
  • Non-randomized algorithms
  • Randomized algorithms
  • Learning selection
selection
  • Docs »
  • Selection
  • View page source

  • algorithms.change_point
    • Module: algorithms.change_point
    • change_point
  • algorithms.covtest
    • Module: algorithms.covtest
    • Functions
  • algorithms.cv
    • Module: algorithms.cv
    • CV
  • algorithms.cv_glmnet
    • Module: algorithms.cv_glmnet
    • CV_glmnet
  • algorithms.debiased_lasso
    • Module: algorithms.debiased_lasso
    • Functions
  • algorithms.forward_step
    • Module: algorithms.forward_step
    • Class
    • forward_step
    • Functions
  • algorithms.lasso
    • Module: algorithms.lasso
    • Classes
      • ROSI
      • ROSI_modelQ
      • data_carving
      • data_splitting
      • lasso
    • Functions
  • algorithms.pca
    • Module: algorithms.pca
  • algorithms.screening
    • Module: algorithms.screening
    • topK
  • algorithms.softmax
    • Module: algorithms.softmax
    • softmax_objective
  • algorithms.sqrt_lasso
    • Module: algorithms.sqrt_lasso
    • Classes
      • l2norm_saturated
      • sqlasso_objective
      • sqlasso_objective_skinny
    • Functions
  • algorithms.stopping_rules
    • Module: algorithms.stopping_rules
    • Functions
  • base
    • Module: base
  • constraints.affine
    • Module: constraints.affine
    • Classes
      • constraints
      • gaussian_hit_and_run
    • Functions
  • constraints.base
    • Module: constraints.base
    • Classes
      • cons_op
      • constraints
      • noConstraint
  • constraints.estimation
    • Module: constraints.estimation
    • Classes
      • gaussian_cumulant
      • gaussian_cumulant_conjugate
      • gaussian_cumulant_conjugate_known
      • gaussian_cumulant_known
      • optimal_tilt
      • softmax
      • softmax_conjugate
  • constraints.intervals
    • Module: constraints.intervals
    • intervals
  • constraints.quadratic
    • Module: constraints.quadratic
    • Classes
      • constraints
      • constraints_vecnorm
    • Functions
  • constraints.quasi_affine
    • Module: constraints.quasi_affine
    • Classes
      • constraints
      • orthogonal
    • Functions
  • distributions.chain
    • Module: distributions.chain
    • Classes
      • markov_chain
      • reversible_markov_chain
    • Functions
  • distributions.chisq
    • Module: distributions.chisq
    • Functions
  • distributions.discrete_family
    • Module: distributions.discrete_family
    • discrete_family
  • distributions.discrete_multiparameter
    • Module: distributions.discrete_multiparameter
    • multiparameter_family
  • distributions.intervals
    • Module: distributions.intervals
    • intervals_from_sample
  • distributions.pvalue
    • Module: distributions.pvalue
    • Class
    • SelectionInterval
    • Functions
  • glm
    • Module: glm
    • Functions
  • learning.Rfitters
    • Module: learning.Rfitters
    • Functions
  • learning.Rutils
    • Module: learning.Rutils
    • Classes
      • generic_method
      • lasso_glmnet
    • Functions
  • learning.core
    • Module: learning.core
    • Functions
  • learning.fitters
    • Module: learning.fitters
    • Functions
  • learning.learners
    • Module: learning.learners
    • Classes
      • mixture_learner
      • sparse_mixture_learner
  • learning.samplers
    • Module: learning.samplers
    • Classes
      • normal_sampler
      • split_sampler
  • learning.utils
    • Module: learning.utils
    • Functions
  • randomized.cv_view
    • Module: randomized.cv_view
    • CV_view
  • randomized.group_lasso
    • Module: randomized.group_lasso
    • Classes
      • group_lasso
      • polynomial_gaussian_sampler
    • Functions
  • randomized.lasso
    • Module: randomized.lasso
    • Classes
      • lasso
      • split_lasso
    • Functions
  • randomized.modelQ
    • Module: randomized.modelQ
    • modelQ
  • randomized.query
    • Module: randomized.query
    • Classes
      • affine_gaussian_sampler
      • gaussian_query
      • multiple_queries
      • optimization_intervals
      • optimization_sampler
      • query
    • Functions
  • randomized.randomization
    • Module: randomized.randomization
    • Classes
      • cumulant
      • cumulant_conjugate
      • from_grad_func
      • randomization
      • split
    • Functions
  • randomized.screening
    • Module: randomized.screening
    • Classes
      • marginal_screening
      • screening
      • stepup
      • topK
    • Function
  • randomized.slope
    • Module: randomized.slope
    • slope
  • sampling.langevin
    • Module: sampling.langevin
    • projected_langevin
  • sampling.sequential
    • Module: sampling.sequential
  • truncated.F
    • Module: truncated.F
    • Class
    • truncated_F
    • Functions
  • truncated.T
    • Module: truncated.T
    • truncated_T
  • truncated.base
    • Module: truncated.base
    • truncated
  • truncated.chi
    • Module: truncated.chi
    • Classes
      • truncated_chi
      • truncated_chi2
  • truncated.gaussian
    • Module: truncated.gaussian
    • Classes
      • TruncatedGaussianError
      • truncated_gaussian
      • truncated_gaussian_old
    • Functions
  • utils.tools
    • Module: utils.tools

© Copyright J. Taylor and others Last updated on Sep 25, 2019.

Built with Sphinx using a theme provided by Read the Docs.