Index

A

AdaGradClassifier (class in lightning.classification)

AdaGradRegressor (class in lightning.regression)

C

CDClassifier (class in lightning.classification) CDRegressor (class in lightning.regression)

classes_ (lightning.ranking.KernelPRank property) (lightning.ranking.PRank property) coef_ (lightning.ranking.PRank attribute)

D

decision_function() (lightning.classification.AdaGradClassifier method) (lightning.classification.CDClassifier method) (lightning.classification.FistaClassifier method) (lightning.classification.KernelSVC method) (lightning.classification.LinearSVC method) (lightning.classification.SAGAClassifier method) (lightning.classification.SAGClassifier method) (lightning.classification.SDCAClassifier method) (lightning.classification.SGDClassifier method) (lightning.classification.SVRGClassifier method)

dual_coef_ (lightning.ranking.KernelPRank attribute)

F

FistaClassifier (class in lightning.classification) FistaRegressor (class in lightning.regression) fit() (lightning.classification.AdaGradClassifier method) (lightning.classification.CDClassifier method) (lightning.classification.FistaClassifier method) (lightning.classification.KernelSVC method) (lightning.classification.LinearSVC method) (lightning.classification.SAGAClassifier method) (lightning.classification.SAGClassifier method) (lightning.classification.SDCAClassifier method) (lightning.classification.SGDClassifier method) (lightning.classification.SVRGClassifier method) (lightning.ranking.KernelPRank method) (lightning.ranking.PRank method) (lightning.regression.AdaGradRegressor method) (lightning.regression.CDRegressor method) (lightning.regression.FistaRegressor method) (lightning.regression.LinearSVR method) (lightning.regression.SAGARegressor method) (lightning.regression.SAGRegressor method) (lightning.regression.SDCARegressor method) (lightning.regression.SGDRegressor method) (lightning.regression.SVRGRegressor method)

G

get_params() (lightning.classification.AdaGradClassifier method) (lightning.classification.CDClassifier method) (lightning.classification.FistaClassifier method) (lightning.classification.KernelSVC method) (lightning.classification.LinearSVC method) (lightning.classification.SAGAClassifier method) (lightning.classification.SAGClassifier method) (lightning.classification.SDCAClassifier method) (lightning.classification.SGDClassifier method) (lightning.classification.SVRGClassifier method) (lightning.ranking.KernelPRank method) (lightning.ranking.PRank method) (lightning.regression.AdaGradRegressor method) (lightning.regression.CDRegressor method) (lightning.regression.FistaRegressor method) (lightning.regression.LinearSVR method) (lightning.regression.SAGARegressor method) (lightning.regression.SAGRegressor method) (lightning.regression.SDCARegressor method) (lightning.regression.SGDRegressor method) (lightning.regression.SVRGRegressor method)

K

KernelPRank (class in lightning.ranking)

KernelSVC (class in lightning.classification)

L

lightning.classification module lightning.ranking module

lightning.regression module LinearSVC (class in lightning.classification) LinearSVR (class in lightning.regression)

M

module lightning.classification lightning.ranking lightning.regression

N

n_nonzero() (lightning.classification.AdaGradClassifier method) (lightning.classification.CDClassifier method) (lightning.classification.FistaClassifier method) (lightning.classification.KernelSVC method) (lightning.classification.LinearSVC method) (lightning.classification.SAGAClassifier method) (lightning.classification.SAGClassifier method) (lightning.classification.SDCAClassifier method) (lightning.classification.SGDClassifier method) (lightning.classification.SVRGClassifier method) (lightning.ranking.KernelPRank method) (lightning.ranking.PRank method) (lightning.regression.AdaGradRegressor method) (lightning.regression.CDRegressor method) (lightning.regression.FistaRegressor method) (lightning.regression.LinearSVR method) (lightning.regression.SAGARegressor method) (lightning.regression.SAGRegressor method) (lightning.regression.SDCARegressor method) (lightning.regression.SGDRegressor method) (lightning.regression.SVRGRegressor method)

P

PRank (class in lightning.ranking) predict() (lightning.classification.AdaGradClassifier method) (lightning.classification.CDClassifier method) (lightning.classification.FistaClassifier method) (lightning.classification.KernelSVC method) (lightning.classification.LinearSVC method) (lightning.classification.SAGAClassifier method) (lightning.classification.SAGClassifier method) (lightning.classification.SDCAClassifier method) (lightning.classification.SGDClassifier method) (lightning.classification.SVRGClassifier method) (lightning.ranking.KernelPRank method) (lightning.ranking.PRank method) (lightning.regression.AdaGradRegressor method) (lightning.regression.CDRegressor method) (lightning.regression.FistaRegressor method) (lightning.regression.LinearSVR method) (lightning.regression.SAGARegressor method) (lightning.regression.SAGRegressor method) (lightning.regression.SDCARegressor method) (lightning.regression.SGDRegressor method) (lightning.regression.SVRGRegressor method)

predict_proba (lightning.classification.AdaGradClassifier property) (lightning.classification.CDClassifier property) (lightning.classification.FistaClassifier property) (lightning.classification.KernelSVC property) (lightning.classification.LinearSVC property) (lightning.classification.SAGAClassifier property) (lightning.classification.SAGClassifier property) (lightning.classification.SDCAClassifier property) (lightning.classification.SGDClassifier property) (lightning.classification.SVRGClassifier property)

S

SAGAClassifier (class in lightning.classification) SAGARegressor (class in lightning.regression) SAGClassifier (class in lightning.classification) SAGRegressor (class in lightning.regression) score() (lightning.classification.AdaGradClassifier method) (lightning.classification.CDClassifier method) (lightning.classification.FistaClassifier method) (lightning.classification.KernelSVC method) (lightning.classification.LinearSVC method) (lightning.classification.SAGAClassifier method) (lightning.classification.SAGClassifier method) (lightning.classification.SDCAClassifier method) (lightning.classification.SGDClassifier method) (lightning.classification.SVRGClassifier method) (lightning.ranking.KernelPRank method) (lightning.ranking.PRank method) (lightning.regression.AdaGradRegressor method) (lightning.regression.CDRegressor method) (lightning.regression.FistaRegressor method) (lightning.regression.LinearSVR method) (lightning.regression.SAGARegressor method) (lightning.regression.SAGRegressor method) (lightning.regression.SDCARegressor method) (lightning.regression.SGDRegressor method) (lightning.regression.SVRGRegressor method) SDCAClassifier (class in lightning.classification)

SDCARegressor (class in lightning.regression) set_params() (lightning.classification.AdaGradClassifier method) (lightning.classification.CDClassifier method) (lightning.classification.FistaClassifier method) (lightning.classification.KernelSVC method) (lightning.classification.LinearSVC method) (lightning.classification.SAGAClassifier method) (lightning.classification.SAGClassifier method) (lightning.classification.SDCAClassifier method) (lightning.classification.SGDClassifier method) (lightning.classification.SVRGClassifier method) (lightning.ranking.KernelPRank method) (lightning.ranking.PRank method) (lightning.regression.AdaGradRegressor method) (lightning.regression.CDRegressor method) (lightning.regression.FistaRegressor method) (lightning.regression.LinearSVR method) (lightning.regression.SAGARegressor method) (lightning.regression.SAGRegressor method) (lightning.regression.SDCARegressor method) (lightning.regression.SGDRegressor method) (lightning.regression.SVRGRegressor method) SGDClassifier (class in lightning.classification) SGDRegressor (class in lightning.regression) SVRGClassifier (class in lightning.classification) SVRGRegressor (class in lightning.regression)

T

thresholds_ (lightning.ranking.KernelPRank attribute) (lightning.ranking.PRank attribute)