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  • adelie.bcd.objective
  • adelie.bcd.root
  • adelie.bcd.root_function
  • adelie.bcd.root_lower_bound
  • adelie.bcd.root_upper_bound
  • adelie.bcd.solve
  • adelie.configs.set_configs
  • adelie.constraint.box
  • adelie.constraint.linear
  • adelie.constraint.lower
  • adelie.constraint.one_sided
  • adelie.constraint.upper
  • adelie.cv.CVGrpnetResult
  • adelie.cv.cv_grpnet
  • adelie.data.dense
  • adelie.data.snp_phased_ancestry
  • adelie.data.snp_unphased
  • adelie.diagnostic.DiagnosticCov
  • adelie.diagnostic.DiagnosticNaive
  • adelie.diagnostic.coefficient
  • adelie.diagnostic.diagnostic
  • adelie.diagnostic.gradients
  • adelie.diagnostic.gradient_norms
  • adelie.diagnostic.gradient_scores
  • adelie.diagnostic.objective
  • adelie.diagnostic.plot_benchmark
  • adelie.diagnostic.plot_coefficients
  • adelie.diagnostic.plot_devs
  • adelie.diagnostic.plot_kkt
  • adelie.diagnostic.plot_set_sizes
  • adelie.diagnostic.predict
  • adelie.diagnostic.residuals
  • adelie.glm.binomial
  • adelie.glm.cox
  • adelie.glm.gaussian
  • adelie.glm.multigaussian
  • adelie.glm.multinomial
  • adelie.glm.poisson
  • adelie.io.snp_phased_ancestry
  • adelie.io.snp_unphased
  • adelie.matrix.block_diag
  • adelie.matrix.concatenate
  • adelie.matrix.convex_relu
  • adelie.matrix.dense
  • adelie.matrix.eager_cov
  • adelie.matrix.interaction
  • adelie.matrix.kronecker_eye
  • adelie.matrix.lazy_cov
  • adelie.matrix.one_hot
  • adelie.matrix.snp_phased_ancestry
  • adelie.matrix.snp_unphased
  • adelie.matrix.sparse
  • adelie.matrix.standardize
  • adelie.matrix.subset
  • adelie.sklearn.CSSModelSelection
  • adelie.sklearn.GroupElasticNet
  • adelie.solver.bvls
  • adelie.solver.css_cov
  • adelie.solver.gaussian_cov
  • adelie.solver.grpnet
  • adelie.solver.pinball
  • adelie.state.bvls
  • adelie.state.css_cov
  • adelie.state.gaussian_cov
  • adelie.state.gaussian_naive
  • adelie.state.gaussian_pin_cov
  • adelie.state.gaussian_pin_naive
  • adelie.state.glm_naive
  • adelie.state.multigaussian_naive
  • adelie.state.multiglm_naive
  • adelie.state.pinball
  • Internal
    • adelie.adelie_core.configs.Configs
    • adelie.adelie_core.constraint.ConstraintBase32
    • adelie.adelie_core.constraint.ConstraintBase64
    • adelie.adelie_core.constraint.ConstraintBox32
    • adelie.adelie_core.constraint.ConstraintBox64
    • adelie.adelie_core.constraint.ConstraintLinear32
    • adelie.adelie_core.constraint.ConstraintLinear64
    • adelie.adelie_core.constraint.ConstraintOneSided32
    • adelie.adelie_core.constraint.ConstraintOneSided64
    • adelie.adelie_core.constraint.ConstraintOneSidedADMM32
    • adelie.adelie_core.constraint.ConstraintOneSidedADMM64
    • adelie.adelie_core.glm.GlmBase32
    • adelie.adelie_core.glm.GlmBase64
    • adelie.adelie_core.glm.GlmBinomialLogit32
    • adelie.adelie_core.glm.GlmBinomialLogit64
    • adelie.adelie_core.glm.GlmBinomialProbit32
    • adelie.adelie_core.glm.GlmBinomialProbit64
    • adelie.adelie_core.glm.GlmCox32
    • adelie.adelie_core.glm.GlmCox64
    • adelie.adelie_core.glm.GlmGaussian32
    • adelie.adelie_core.glm.GlmGaussian64
    • adelie.adelie_core.glm.GlmMultiBase32
    • adelie.adelie_core.glm.GlmMultiBase64
    • adelie.adelie_core.glm.GlmMultiGaussian32
    • adelie.adelie_core.glm.GlmMultiGaussian64
    • adelie.adelie_core.glm.GlmMultinomial32
    • adelie.adelie_core.glm.GlmMultinomial64
    • adelie.adelie_core.glm.GlmPoisson32
    • adelie.adelie_core.glm.GlmPoisson64
    • adelie.adelie_core.matrix.MatrixConstraintBase32
    • adelie.adelie_core.matrix.MatrixConstraintBase64
    • adelie.adelie_core.matrix.MatrixConstraintDense32C
    • adelie.adelie_core.matrix.MatrixConstraintDense32F
    • adelie.adelie_core.matrix.MatrixConstraintDense64C
    • adelie.adelie_core.matrix.MatrixConstraintDense64F
    • adelie.adelie_core.matrix.MatrixConstraintSparse32C
    • adelie.adelie_core.matrix.MatrixConstraintSparse64C
    • adelie.adelie_core.matrix.MatrixCovBase32
    • adelie.adelie_core.matrix.MatrixCovBase64
    • adelie.adelie_core.matrix.MatrixCovBlockDiag32
    • adelie.adelie_core.matrix.MatrixCovBlockDiag64
    • adelie.adelie_core.matrix.MatrixCovDense32C
    • adelie.adelie_core.matrix.MatrixCovDense32F
    • adelie.adelie_core.matrix.MatrixCovDense64C
    • adelie.adelie_core.matrix.MatrixCovDense64F
    • adelie.adelie_core.matrix.MatrixCovLazyCov32C
    • adelie.adelie_core.matrix.MatrixCovLazyCov32F
    • adelie.adelie_core.matrix.MatrixCovLazyCov64C
    • adelie.adelie_core.matrix.MatrixCovLazyCov64F
    • adelie.adelie_core.matrix.MatrixCovSparse32F
    • adelie.adelie_core.matrix.MatrixCovSparse64F
    • adelie.adelie_core.matrix.MatrixNaiveBase32
    • adelie.adelie_core.matrix.MatrixNaiveBase64
    • adelie.adelie_core.matrix.MatrixNaiveBlockDiag32
    • adelie.adelie_core.matrix.MatrixNaiveBlockDiag64
    • adelie.adelie_core.matrix.MatrixNaiveCConcatenate32
    • adelie.adelie_core.matrix.MatrixNaiveCConcatenate64
    • adelie.adelie_core.matrix.MatrixNaiveRConcatenate32
    • adelie.adelie_core.matrix.MatrixNaiveRConcatenate64
    • adelie.adelie_core.matrix.MatrixNaiveConvexGatedReluDense32C
    • adelie.adelie_core.matrix.MatrixNaiveConvexGatedReluDense32F
    • adelie.adelie_core.matrix.MatrixNaiveConvexGatedReluDense64C
    • adelie.adelie_core.matrix.MatrixNaiveConvexGatedReluDense64F
    • adelie.adelie_core.matrix.MatrixNaiveConvexGatedReluSparse32F
    • adelie.adelie_core.matrix.MatrixNaiveConvexGatedReluSparse64F
    • adelie.adelie_core.matrix.MatrixNaiveConvexReluDense32C
    • adelie.adelie_core.matrix.MatrixNaiveConvexReluDense32F
    • adelie.adelie_core.matrix.MatrixNaiveConvexReluDense64C
    • adelie.adelie_core.matrix.MatrixNaiveConvexReluDense64F
    • adelie.adelie_core.matrix.MatrixNaiveConvexReluSparse32F
    • adelie.adelie_core.matrix.MatrixNaiveConvexReluSparse64F
    • adelie.adelie_core.matrix.MatrixNaiveDense32C
    • adelie.adelie_core.matrix.MatrixNaiveDense32F
    • adelie.adelie_core.matrix.MatrixNaiveDense64C
    • adelie.adelie_core.matrix.MatrixNaiveDense64F
    • adelie.adelie_core.matrix.MatrixNaiveInteractionDense32C
    • adelie.adelie_core.matrix.MatrixNaiveInteractionDense32F
    • adelie.adelie_core.matrix.MatrixNaiveInteractionDense64C
    • adelie.adelie_core.matrix.MatrixNaiveInteractionDense64F
    • adelie.adelie_core.matrix.MatrixNaiveKroneckerEye32
    • adelie.adelie_core.matrix.MatrixNaiveKroneckerEye64
    • adelie.adelie_core.matrix.MatrixNaiveKroneckerEyeDense32C
    • adelie.adelie_core.matrix.MatrixNaiveKroneckerEyeDense32F
    • adelie.adelie_core.matrix.MatrixNaiveKroneckerEyeDense64C
    • adelie.adelie_core.matrix.MatrixNaiveKroneckerEyeDense64F
    • adelie.adelie_core.matrix.MatrixNaiveOneHotDense32C
    • adelie.adelie_core.matrix.MatrixNaiveOneHotDense32F
    • adelie.adelie_core.matrix.MatrixNaiveOneHotDense64C
    • adelie.adelie_core.matrix.MatrixNaiveOneHotDense64F
    • adelie.adelie_core.matrix.MatrixNaiveSNPPhasedAncestry32
    • adelie.adelie_core.matrix.MatrixNaiveSNPPhasedAncestry64
    • adelie.adelie_core.matrix.MatrixNaiveSNPUnphased32
    • adelie.adelie_core.matrix.MatrixNaiveSNPUnphased64
    • adelie.adelie_core.matrix.MatrixNaiveSparse32F
    • adelie.adelie_core.matrix.MatrixNaiveSparse64F
    • adelie.adelie_core.matrix.MatrixNaiveStandardize32
    • adelie.adelie_core.matrix.MatrixNaiveStandardize64
    • adelie.adelie_core.matrix.MatrixNaiveCSubset32
    • adelie.adelie_core.matrix.MatrixNaiveCSubset64
    • adelie.adelie_core.matrix.MatrixNaiveRSubset32
    • adelie.adelie_core.matrix.MatrixNaiveRSubset64
    • adelie.adelie_core.state.StateBVLS32
    • adelie.adelie_core.state.StateBVLS64
    • adelie.adelie_core.state.StateCSSCov32
    • adelie.adelie_core.state.StateCSSCov64
    • adelie.adelie_core.state.StateGaussianPinCov32
    • adelie.adelie_core.state.StateGaussianPinCov64
    • adelie.adelie_core.state.StateGaussianPinNaive32
    • adelie.adelie_core.state.StateGaussianPinNaive64
    • adelie.adelie_core.state.StateGaussianCov32
    • adelie.adelie_core.state.StateGaussianCov64
    • adelie.adelie_core.state.StateGaussianNaive32
    • adelie.adelie_core.state.StateGaussianNaive64
    • adelie.adelie_core.state.StateGlmNaive32
    • adelie.adelie_core.state.StateGlmNaive64
    • adelie.adelie_core.state.StateMultiGaussianNaive32
    • adelie.adelie_core.state.StateMultiGaussianNaive64
    • adelie.adelie_core.state.StateMultiGlmNaive32
    • adelie.adelie_core.state.StateMultiGlmNaive64
    • adelie.adelie_core.state.StatePinball32
    • adelie.adelie_core.state.StatePinball64
  • API Reference
  • adelie.diagn...

adelie.diagnostic.diagnostic#

adelie.diagnostic.diagnostic(state)[source]#

Creates a diagnostic class object appropriate for the state.

Parameters:
state

A state object from solving group elastic net.

Returns:
dg

Diagnostic class object.

See also

adelie.diagnostic.DiagnosticCov
adelie.diagnostic.DiagnosticNaive

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adelie.diagnostic.coefficient

next

adelie.diagnostic.gradients

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  • diagnostic()
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