classo
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Contents:
Mathematical description
Getting started
Examples Gallery
Structure of problem instance
Miscellaneous functions
More details
Structure of the code
License
Contributing to c-lasso
classo
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Index
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Index
A
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B
|
C
|
D
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E
|
F
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G
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H
|
I
|
L
|
M
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N
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O
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P
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Q
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R
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S
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T
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W
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X
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Y
A
ALO (classo.solver.Model_selection attribute)
ALOparameters (class in classo.solver)
(classo.solver.Model_selection attribute)
B
B (classo.solver.StabSelparameters attribute)
beta (classo.solver.solution_CV attribute)
(classo.solver.solution_LAMfixed attribute)
BETAS (classo.solver.solution_ALO attribute)
(classo.solver.solution_PATH attribute)
C
C (classo.solver.Data attribute)
choose_numerical_method() (in module classo.solver)
classification (classo.solver.Formulation attribute)
classo.misc_functions
module
classo.solver
module
classo_problem (class in classo.solver)
clr() (in module classo.misc_functions)
concomitant (classo.solver.Formulation attribute)
CV (classo.solver.Model_selection attribute)
(classo.solver.Solution attribute)
CVparameters (class in classo.solver)
(classo.solver.Model_selection attribute)
D
Data (class in classo.solver)
data (classo.solver.classo_problem attribute)
distribution (classo.solver.solution_StabSel attribute)
distribution_path (classo.solver.solution_StabSel attribute)
E
e (classo.solver.Formulation attribute)
F
Formulation (class in classo.solver)
formulation (classo.solver.classo_problem attribute)
(classo.solver.solution_ALO attribute)
(classo.solver.solution_CV attribute)
(classo.solver.solution_LAMfixed attribute)
(classo.solver.solution_PATH attribute)
(classo.solver.solution_StabSel attribute)
G
graphic() (classo.solver.solution_CV method)
H
hd (classo.solver.StabSelparameters attribute)
huber (classo.solver.Formulation attribute)
I
index_1SE (classo.solver.solution_CV attribute)
index_min (classo.solver.solution_CV attribute)
intercept (classo.solver.Formulation attribute)
L
label (classo.solver.ALOparameters attribute)
(classo.solver.Data attribute)
(classo.solver.PATHparameters attribute)
lam (classo.solver.LAMfixedparameters attribute)
(classo.solver.StabSelparameters attribute)
lamb (classo.solver.solution_LAMfixed attribute)
lambda_min (classo.solver.solution_CV attribute)
lambda_oneSE (classo.solver.solution_CV attribute)
lambdamax (classo.solver.solution_LAMfixed attribute)
lambdas (classo.solver.ALOparameters attribute)
(classo.solver.CVparameters attribute)
(classo.solver.PATHparameters attribute)
LAMBDAS (classo.solver.solution_ALO attribute)
(classo.solver.solution_PATH attribute)
lambdas_path (classo.solver.solution_StabSel attribute)
LAMfixed (classo.solver.Model_selection attribute)
(classo.solver.Solution attribute)
LAMfixedparameters (class in classo.solver)
(classo.solver.Model_selection attribute)
lamin (classo.solver.ALOparameters attribute)
(classo.solver.CVparameters attribute)
(classo.solver.PATHparameters attribute)
(classo.solver.StabSelparameters attribute)
logscale (classo.solver.ALOparameters attribute)
(classo.solver.CVparameters attribute)
(classo.solver.PATHparameters attribute)
(classo.solver.solution_ALO attribute)
(classo.solver.solution_CV attribute)
(classo.solver.solution_PATH attribute)
M
method (classo.solver.solution_ALO attribute)
(classo.solver.solution_PATH attribute)
(classo.solver.StabSelparameters attribute)
Model_selection (class in classo.solver)
model_selection (classo.solver.classo_problem attribute)
module
classo.misc_functions
classo.solver
N
n_active (classo.solver.ALOparameters attribute)
(classo.solver.PATHparameters attribute)
Nlam (classo.solver.ALOparameters attribute)
(classo.solver.CVparameters attribute)
(classo.solver.PATHparameters attribute)
Nsubset (classo.solver.CVparameters attribute)
numerical_method (classo.solver.ALOparameters attribute)
(classo.solver.classo_problem attribute)
(classo.solver.CVparameters attribute)
(classo.solver.LAMfixedparameters attribute)
(classo.solver.PATHparameters attribute)
(classo.solver.StabSelparameters attribute)
O
oneSE (classo.solver.CVparameters attribute)
P
PATH (classo.solver.Model_selection attribute)
(classo.solver.Solution attribute)
PATHparameters (class in classo.solver)
(classo.solver.Model_selection attribute)
percent_nS (classo.solver.StabSelparameters attribute)
plot_sigma (classo.solver.ALOparameters attribute)
(classo.solver.PATHparameters attribute)
Q
q (classo.solver.StabSelparameters attribute)
R
random_data() (in module classo.misc_functions)
refit (classo.solver.solution_CV attribute)
(classo.solver.solution_LAMfixed attribute)
(classo.solver.solution_StabSel attribute)
rescaled_lam (classo.solver.LAMfixedparameters attribute)
(classo.solver.solution_LAMfixed attribute)
(classo.solver.StabSelparameters attribute)
rho (classo.solver.Formulation attribute)
rho_classification (classo.solver.Formulation attribute)
rho_scaled (classo.solver.Formulation attribute)
S
save (classo.solver.solution_PATH attribute)
scale_rho (classo.solver.Formulation attribute)
seed (classo.solver.CVparameters attribute)
(classo.solver.StabSelparameters attribute)
selected_param (classo.solver.solution_CV attribute)
(classo.solver.solution_LAMfixed attribute)
(classo.solver.solution_StabSel attribute)
sigma (classo.solver.solution_CV attribute)
(classo.solver.solution_LAMfixed attribute)
SIGMAS (classo.solver.solution_ALO attribute)
(classo.solver.solution_PATH attribute)
Solution (class in classo.solver)
solution (classo.solver.classo_problem attribute)
solution_ALO (class in classo.solver)
solution_CV (class in classo.solver)
solution_LAMfixed (class in classo.solver)
solution_PATH (class in classo.solver)
solution_StabSel (class in classo.solver)
solve() (classo.solver.classo_problem method)
StabelSel (classo.solver.Solution attribute)
StabSel (classo.solver.Model_selection attribute)
StabSelparameters (class in classo.solver)
(classo.solver.Model_selection attribute)
standard_error (classo.solver.solution_CV attribute)
T
theoretical_lam (classo.solver.LAMfixedparameters attribute)
(classo.solver.StabSelparameters attribute)
theoretical_lam() (in module classo.misc_functions)
threshold (classo.solver.LAMfixedparameters attribute)
(classo.solver.solution_StabSel attribute)
(classo.solver.StabSelparameters attribute)
threshold_label (classo.solver.StabSelparameters attribute)
time (classo.solver.solution_ALO attribute)
(classo.solver.solution_CV attribute)
(classo.solver.solution_LAMfixed attribute)
(classo.solver.solution_PATH attribute)
(classo.solver.solution_StabSel attribute)
to_label (classo.solver.solution_StabSel attribute)
tree (classo.solver.Data attribute)
W
w (classo.solver.Formulation attribute)
X
X (classo.solver.Data attribute)
xGraph (classo.solver.solution_CV attribute)
Y
y (classo.solver.Data attribute)
yGraph (classo.solver.solution_CV attribute)
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