Index

_

__init__() (jasmine.linear_model.Lasso method) (jasmine.linear_model.LinearRegression method) (jasmine.linear_model.LogisticRegression method) (jasmine.linear_model.Ridge method) (jasmine.neighbors.KNNClassifier method) (jasmine.preprocessing.StandardScaler method), [1], [2] (jasmine.svm.SVMClassifier method)

A

accuracy_score() (in module jasmine.metrics), [1]

B

binary_cross_entropy() (in module jasmine.metrics), [1]

C

categorical_cross_entropy() (in module jasmine.metrics), [1]

center_targets (jasmine.linear_model.LinearRegression attribute) copy (jasmine.preprocessing.StandardScaler attribute), [1]

E

epsilon (jasmine.preprocessing.StandardScaler attribute), [1]

evaluate() (jasmine.neighbors.KNNClassifier method) (jasmine.svm.SVMClassifier method)

F

fit() (jasmine.preprocessing.StandardScaler method), [1], [2]

fit_transform() (jasmine.preprocessing.StandardScaler method), [1], [2] forward() (jasmine.svm.SVMClassifier static method)

G

generate_classification() (in module jasmine.datasets), [1]

generate_polynomial() (in module jasmine.datasets), [1] generate_regression() (in module jasmine.datasets), [1]

I

inference() (jasmine.neighbors.KNNClassifier method) (jasmine.svm.SVMClassifier method)

init_params() (jasmine.svm.SVMClassifier method) inverse_transform() (jasmine.preprocessing.StandardScaler method), [1], [2] is_fitted (jasmine.preprocessing.StandardScaler property), [1], [2]

K

KNNClassifier (class in jasmine.neighbors)

L

Lasso (class in jasmine.linear_model) LinearRegression (class in jasmine.linear_model) log_every_epoch (jasmine.linear_model.LinearRegression attribute)

LogisticRegression (class in jasmine.linear_model) loss_fn() (jasmine.linear_model.LinearRegression method) (jasmine.linear_model.LogisticRegression method) (jasmine.svm.SVMClassifier method)

M

mean_absolute_error() (in module jasmine.metrics), [1]

mean_squared_error() (in module jasmine.metrics), [1]

P

predict_single() (jasmine.neighbors.KNNClassifier static method)

R

r2_score() (in module jasmine.metrics), [1]

Ridge (class in jasmine.linear_model) root_mean_squared_error() (in module jasmine.metrics), [1]

S

StandardScaler (class in jasmine.preprocessing), [1]

stop_on_invalid_loss (jasmine.linear_model.LogisticRegression attribute) SVMClassifier (class in jasmine.svm)

T

train() (jasmine.neighbors.KNNClassifier method) (jasmine.svm.SVMClassifier method)

train_test_split() (in module jasmine.model_selection) transform() (jasmine.preprocessing.StandardScaler method), [1], [2]

W

with_mean (jasmine.preprocessing.StandardScaler attribute), [1]

with_std (jasmine.preprocessing.StandardScaler attribute), [1]