Index

A

Accuracy (class in mapyl.utils)

accuracy() (mapyl.utils.Accuracy method) add() (mapyl.NN.Model method)

B

BinLogitRegressor (class in mapyl.regression)

C

CatCrossEntr (class in mapyl.NN.loss)

D

DBSCAN (class in mapyl.clustering)

Dense (class in mapyl.NN.layers) Dropout (class in mapyl.NN.layers)

E

evalnum() (mapyl.utils.PolyExp method)

F

finalize() (mapyl.NN.Model method) fit() (mapyl.classification.KNearestNeighbors method) (mapyl.classification.SoftMaxClasser method) (mapyl.classification.SVM method) (mapyl.clustering.DBSCAN method) (mapyl.clustering.KMeans method) (mapyl.NN.Model method) (mapyl.regression.BinLogitRegressor method) (mapyl.regression.GradientDescent method) (mapyl.regression.LinearRegressor method) (mapyl.regression.PolyRegressor method) (mapyl.regression.SGD method)

G

GenData (class in mapyl.data)

generate_data() (mapyl.data.GenData method) GradientDescent (class in mapyl.regression)

K

KMeans (class in mapyl.clustering)

KNearestNeighbors (class in mapyl.classification)

L

LinearRegressor (class in mapyl.regression)

M

mean_normalize() (mapyl.preprocessing.MeanNormalizer method) MeanNormalizer (class in mapyl.preprocessing) MinMaxScaler (class in mapyl.preprocessing)

Mode (class in mapyl.utils) mode() (mapyl.utils.Mode method) Model (class in mapyl.NN)

N

normalize() (mapyl.preprocessing.Normalizer method)

Normalizer (class in mapyl.preprocessing)

P

PolyExp (class in mapyl.utils) PolyRegressor (class in mapyl.regression) predict() (mapyl.classification.KNearestNeighbors method) (mapyl.classification.SoftMaxClasser method) (mapyl.classification.SVM method) (mapyl.clustering.KMeans method) (mapyl.regression.BinLogitRegressor method) (mapyl.regression.GradientDescent method) (mapyl.regression.LinearRegressor method) (mapyl.regression.PolyRegressor method) (mapyl.regression.SGD method)

predict_prob() (mapyl.regression.BinLogitRegressor method)

R

ReLU (class in mapyl.NN.activations)

S

scale() (mapyl.preprocessing.MinMaxScaler method) SGD (class in mapyl.regression) SGDOptimizer (class in mapyl.NN.optimizers) SoftMax (class in mapyl.NN.activations) SoftMaxClasser (class in mapyl.classification)

split() (mapyl.data.SplitData method) SplitData (class in mapyl.data) standard_scale() (mapyl.preprocessing.StandardScaler method) StandardScaler (class in mapyl.preprocessing) SVM (class in mapyl.classification)