Index

A

accuracy() (models.nn.NN method)

B

backward() (models.linreg.LinearRegression method) (models.logreg.LogisticRegression method) (models.nn.NN method)

C

cat_cross_entropy() (models.nn.NN method)

F

forward() (models.linreg.LinearRegression method) (models.logreg.LogisticRegression method) (models.nn.NN method)

G

gradient_descent() (models.linreg.LinearRegression method) (models.logreg.LogisticRegression method) (models.nn.NN method)

I

init_params() (models.linreg.LinearRegression method) (models.logreg.LogisticRegression method) (models.nn.NN method)

L

LinearRegression (class in models.linreg)

log_loss() (models.logreg.LogisticRegression method) LogisticRegression (class in models.logreg)

M

model() (models.linreg.LinearRegression method) (models.logreg.LogisticRegression method) (models.nn.NN method) models module models.linreg module models.logreg module

models.nn module module models models.linreg models.logreg models.nn mse() (models.linreg.LinearRegression method)

N

NN (class in models.nn)

O

one_hot() (models.nn.NN method)

R

ReLU() (models.nn.NN method)

ReLU_deriv() (models.nn.NN method)

S

sigmoid() (models.logreg.LogisticRegression method)

softmax() (models.nn.NN method)

U

update() (models.linreg.LinearRegression method) (models.logreg.LogisticRegression method) (models.nn.NN method)