Index

A

AdaBoostClassifier (class in rithml.classification)

aic() (rithml.clustering.GaussianMixture method) aic_fit_ (rithml.clustering.GaussianMixture attribute)

B

BaseModel (class in rithml.base) bias_ (rithml.classification.LogisticRegression attribute) (rithml.regression.KernelRegression attribute) (rithml.regression.LinearRegression attribute) (rithml.regression.SupportVectorRegressor attribute)

bic() (rithml.clustering.GaussianMixture method) bic_fit_ (rithml.clustering.GaussianMixture attribute)

C

centers_ (rithml.clustering.KMeans attribute) classes_ (rithml.classification.AdaBoostClassifier attribute) (rithml.classification.DecisionTreeClassifier attribute) (rithml.classification.DiscriminantAnalysis attribute) (rithml.classification.GaussianNBClassifier attribute) (rithml.classification.GradientBoostingClassifier attribute) (rithml.classification.KNNClassifier attribute) (rithml.classification.LogisticRegression attribute) (rithml.classification.RandomForestClassifier attribute) (rithml.classification.SupportVectorClassifier attribute)

components_ (rithml.dimred.KernelPCA attribute) (rithml.dimred.PCA attribute) covariances_ (rithml.classification.DiscriminantAnalysis attribute) (rithml.clustering.GaussianMixture attribute)

D

DecisionTreeClassifier (class in rithml.classification) DecisionTreeRegressor (class in rithml.regression)

DiscriminantAnalysis (class in rithml.classification) distortion_ (rithml.clustering.KMeans attribute)

E

estimator_weights_ (rithml.classification.AdaBoostClassifier attribute) estimators_ (rithml.classification.AdaBoostClassifier attribute) (rithml.classification.GradientBoostingClassifier attribute) (rithml.classification.RandomForestClassifier attribute) (rithml.regression.GradientBoostingRegressor attribute) (rithml.regression.RandomForestRegressor attribute)

F

fit() (rithml.classification.AdaBoostClassifier method) (rithml.classification.DecisionTreeClassifier method) (rithml.classification.DiscriminantAnalysis method) (rithml.classification.GaussianNBClassifier method) (rithml.classification.GradientBoostingClassifier method) (rithml.classification.KNNClassifier method) (rithml.classification.LogisticRegression method) (rithml.classification.RandomForestClassifier method) (rithml.classification.SupportVectorClassifier method) (rithml.clustering.GaussianMixture method) (rithml.clustering.KMeans method) (rithml.dimred.KernelPCA method) (rithml.dimred.PCA method) (rithml.regression.DecisionTreeRegressor method) (rithml.regression.GradientBoostingRegressor method) (rithml.regression.KernelRegression method) (rithml.regression.KNNRegressor method) (rithml.regression.LinearRegression method) (rithml.regression.RandomForestRegressor method) (rithml.regression.SupportVectorRegressor method)

fit_predict() (rithml.clustering.GaussianMixture method) (rithml.clustering.KMeans method) fit_transform() (rithml.dimred.KernelPCA method) (rithml.dimred.PCA method)

G

GaussianMixture (class in rithml.clustering) GaussianNBClassifier (class in rithml.classification)

get_params() (rithml.base.BaseModel method) GradientBoostingClassifier (class in rithml.classification) GradientBoostingRegressor (class in rithml.regression)

I

inverse_transform() (rithml.dimred.KernelPCA method) (rithml.dimred.PCA method)

K

KernelPCA (class in rithml.dimred) KernelRegression (class in rithml.regression)

KMeans (class in rithml.clustering) KNNClassifier (class in rithml.classification) KNNRegressor (class in rithml.regression)

L

labels_ (rithml.clustering.GaussianMixture attribute) (rithml.clustering.KMeans attribute)

LinearRegression (class in rithml.regression) log_likelihood_ (rithml.clustering.GaussianMixture attribute) LogisticRegression (class in rithml.classification)

M

mean_ (rithml.regression.KernelRegression attribute) means_ (rithml.classification.DiscriminantAnalysis attribute) (rithml.classification.GaussianNBClassifier attribute) (rithml.clustering.GaussianMixture attribute) module rithml.base rithml.classification rithml.clustering rithml.dimred rithml.regression

N

n_iter_ (rithml.clustering.GaussianMixture attribute) (rithml.clustering.KMeans attribute)

n_params_ (rithml.clustering.GaussianMixture attribute)

P

PCA (class in rithml.dimred) predict() (rithml.classification.AdaBoostClassifier method) (rithml.classification.DecisionTreeClassifier method) (rithml.classification.DiscriminantAnalysis method) (rithml.classification.GaussianNBClassifier method) (rithml.classification.GradientBoostingClassifier method) (rithml.classification.KNNClassifier method) (rithml.classification.LogisticRegression method) (rithml.classification.RandomForestClassifier method) (rithml.classification.SupportVectorClassifier method) (rithml.clustering.GaussianMixture method) (rithml.clustering.KMeans method) (rithml.regression.DecisionTreeRegressor method) (rithml.regression.GradientBoostingRegressor method) (rithml.regression.KernelRegression method) (rithml.regression.KNNRegressor method) (rithml.regression.LinearRegression method) (rithml.regression.RandomForestRegressor method) (rithml.regression.SupportVectorRegressor method)

probabilities_ (rithml.classification.DiscriminantAnalysis attribute) (rithml.classification.GaussianNBClassifier attribute)

R

RandomForestClassifier (class in rithml.classification) RandomForestRegressor (class in rithml.regression) regressors_ (rithml.dimred.KernelPCA attribute) rithml.base module rithml.classification module

rithml.clustering module rithml.dimred module rithml.regression module root_ (rithml.classification.DecisionTreeClassifier attribute) (rithml.regression.DecisionTreeRegressor attribute)

S

set_params() (rithml.base.BaseModel method)

SupportVectorClassifier (class in rithml.classification) SupportVectorRegressor (class in rithml.regression)

T

transform() (rithml.dimred.KernelPCA method) (rithml.dimred.PCA method)

V

variances_ (rithml.classification.GaussianNBClassifier attribute)

W

weight_ (rithml.classification.LogisticRegression attribute) (rithml.regression.KernelRegression attribute) (rithml.regression.LinearRegression attribute) (rithml.regression.SupportVectorRegressor attribute)

weights_ (rithml.clustering.GaussianMixture attribute)