adelie.diagnostic.DiagnosticCov#

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

Diagnostic class for covariance states.

Parameters:
state

A state object of covariance type from solving group elastic net.

Methods

__init__(state)

plot_benchmark(**kwargs)

Plots benchmark times.

plot_coefficients(**kwargs)

Plots the coefficient profile.

plot_devs()

Plots the deviance profile.

plot_kkt(**kwargs)

Plots KKT failures.

plot_set_sizes(**kwargs)

Plots the set sizes.
__init__(state)[source]#
plot_benchmark(**kwargs)[source]#

Plots benchmark times.

See also

adelie.diagnostic.plot_benchmark
plot_coefficients(**kwargs)[source]#

Plots the coefficient profile.

See also

adelie.diagnostic.plot_coefficients
plot_devs()[source]#

Plots the deviance profile.

See also

adelie.diagnostic.plot_devs
plot_kkt(**kwargs)[source]#

Plots KKT failures.

See also

adelie.diagnostic.plot_kkt
plot_set_sizes(**kwargs)[source]#

Plots the set sizes.

See also

adelie.diagnostic.plot_set_sizes