Index

A

a (olpy.classifiers.CW attribute) (olpy.classifiers.ECCW attribute) (olpy.classifiers.IELLIP attribute) (olpy.classifiers.NAROW attribute) (olpy.classifiers.NHerd attribute) (olpy.classifiers.SecondOrderPerceptron attribute)

ALMA (class in olpy.classifiers) alpha (olpy.classifiers.ALMA attribute) aROMMA (class in olpy.classifiers) AROW (class in olpy.classifiers)

B

b (olpy.classifiers.IELLIP attribute)

C

C (olpy.classifiers.ALMA attribute) c (olpy.classifiers.IELLIP attribute) C (olpy.classifiers.NHerd attribute) (olpy.classifiers.OGD attribute) (olpy.classifiers.PA_I attribute) (olpy.classifiers.PA_II attribute) (olpy.classifiers.SCW attribute) (olpy.classifiers.SCW2 attribute) class_weight (olpy.classifiers.ALMA attribute) (olpy.classifiers.aROMMA attribute) (olpy.classifiers.AROW attribute) (olpy.classifiers.CW attribute) (olpy.classifiers.ECCW attribute) (olpy.classifiers.IELLIP attribute) (olpy.classifiers.NAROW attribute) (olpy.classifiers.NHerd attribute) (olpy.classifiers.OGD attribute) (olpy.classifiers.PA attribute) (olpy.classifiers.PA_I attribute) (olpy.classifiers.PA_II attribute) (olpy.classifiers.Perceptron attribute) (olpy.classifiers.ROMMA attribute) (olpy.classifiers.SCW attribute) (olpy.classifiers.SCW2 attribute) (olpy.classifiers.SecondOrderPerceptron attribute)

CW (class in olpy.classifiers)

D

Dataset (class in olpy.datasets) decision_function() (olpy.classifiers.ALMA method) (olpy.classifiers.aROMMA method) (olpy.classifiers.AROW method) (olpy.classifiers.CW method) (olpy.classifiers.ECCW method) (olpy.classifiers.IELLIP method) (olpy.classifiers.NAROW method) (olpy.classifiers.NHerd method) (olpy.classifiers.OGD method) (olpy.classifiers.PA method) (olpy.classifiers.PA_I method) (olpy.classifiers.PA_II method) (olpy.classifiers.Perceptron method) (olpy.classifiers.ROMMA method) (olpy.classifiers.SCW method) (olpy.classifiers.SCW2 method) (olpy.classifiers.SecondOrderPerceptron method)

E

ECCW (class in olpy.classifiers) eta (olpy.classifiers.CW attribute) (olpy.classifiers.ECCW attribute) (olpy.classifiers.SCW attribute) (olpy.classifiers.SCW2 attribute)

F

fit() (olpy.classifiers.ALMA method) (olpy.classifiers.aROMMA method) (olpy.classifiers.AROW method) (olpy.classifiers.CW method) (olpy.classifiers.ECCW method) (olpy.classifiers.IELLIP method) (olpy.classifiers.NAROW method) (olpy.classifiers.NHerd method) (olpy.classifiers.OGD method) (olpy.classifiers.PA method) (olpy.classifiers.PA_I method) (olpy.classifiers.PA_II method) (olpy.classifiers.Perceptron method) (olpy.classifiers.ROMMA method) (olpy.classifiers.SCW method) (olpy.classifiers.SCW2 method) (olpy.classifiers.SecondOrderPerceptron method) (olpy.preprocessing.LabelEncoder method)

fit_transform() (olpy.preprocessing.LabelEncoder method)

G

get_params() (olpy.classifiers.ALMA method) (olpy.classifiers.aROMMA method) (olpy.classifiers.AROW method) (olpy.classifiers.CW method) (olpy.classifiers.ECCW method) (olpy.classifiers.IELLIP method) (olpy.classifiers.NAROW method) (olpy.classifiers.NHerd method) (olpy.classifiers.OGD method) (olpy.classifiers.PA method) (olpy.classifiers.PA_I method) (olpy.classifiers.PA_II method) (olpy.classifiers.Perceptron method) (olpy.classifiers.ROMMA method) (olpy.classifiers.SCW method) (olpy.classifiers.SCW2 method) (olpy.classifiers.SecondOrderPerceptron method)

I

IELLIP (class in olpy.classifiers)

L

LabelEncoder (class in olpy.preprocessing) labels (olpy.preprocessing.LabelEncoder attribute) load_a1a() (in module olpy.datasets)

load_svmguide1() (in module olpy.datasets) load_svmguide3() (in module olpy.datasets) loss_function (olpy.classifiers.OGD attribute)

M

message (olpy.exceptions.NotFittedError attribute) module olpy olpy.classifiers olpy.datasets olpy.exceptions olpy.preprocessing olpy.utils

N

NAROW (class in olpy.classifiers) next (olpy.exceptions.NotFittedError attribute) NHerd (class in olpy.classifiers) NotFittedError num_iterations (olpy.classifiers.ALMA attribute) (olpy.classifiers.aROMMA attribute) (olpy.classifiers.AROW attribute) (olpy.classifiers.CW attribute) (olpy.classifiers.ECCW attribute) (olpy.classifiers.IELLIP attribute) (olpy.classifiers.NAROW attribute) (olpy.classifiers.NHerd attribute) (olpy.classifiers.OGD attribute) (olpy.classifiers.PA attribute) (olpy.classifiers.PA_I attribute) (olpy.classifiers.PA_II attribute) (olpy.classifiers.Perceptron attribute) (olpy.classifiers.ROMMA attribute) (olpy.classifiers.SCW attribute) (olpy.classifiers.SCW2 attribute) (olpy.classifiers.SecondOrderPerceptron attribute)

O

OGD (class in olpy.classifiers) olpy module olpy.classifiers module olpy.datasets module

olpy.exceptions module olpy.preprocessing module olpy.utils module olpy_parse_args() (in module olpy)

P

p (olpy.classifiers.ALMA attribute) PA (class in olpy.classifiers) PA_I (class in olpy.classifiers) PA_II (class in olpy.classifiers) partial_fit() (olpy.classifiers.ALMA method) (olpy.classifiers.aROMMA method) (olpy.classifiers.AROW method) (olpy.classifiers.CW method) (olpy.classifiers.ECCW method) (olpy.classifiers.IELLIP method) (olpy.classifiers.NAROW method) (olpy.classifiers.NHerd method) (olpy.classifiers.OGD method) (olpy.classifiers.PA method) (olpy.classifiers.PA_I method) (olpy.classifiers.PA_II method) (olpy.classifiers.Perceptron method) (olpy.classifiers.ROMMA method) (olpy.classifiers.SCW method) (olpy.classifiers.SCW2 method) (olpy.classifiers.SecondOrderPerceptron method) Perceptron (class in olpy.classifiers) positive_label (olpy.classifiers.ALMA attribute) (olpy.classifiers.aROMMA attribute) (olpy.classifiers.AROW attribute) (olpy.classifiers.CW attribute) (olpy.classifiers.ECCW attribute) (olpy.classifiers.IELLIP attribute) (olpy.classifiers.NAROW attribute) (olpy.classifiers.NHerd attribute) (olpy.classifiers.OGD attribute) (olpy.classifiers.PA attribute) (olpy.classifiers.PA_I attribute) (olpy.classifiers.PA_II attribute) (olpy.classifiers.Perceptron attribute) (olpy.classifiers.ROMMA attribute) (olpy.classifiers.SCW attribute) (olpy.classifiers.SCW2 attribute) (olpy.classifiers.SecondOrderPerceptron attribute) (olpy.preprocessing.LabelEncoder attribute)

predict() (olpy.classifiers.ALMA method) (olpy.classifiers.aROMMA method) (olpy.classifiers.AROW method) (olpy.classifiers.CW method) (olpy.classifiers.ECCW method) (olpy.classifiers.IELLIP method) (olpy.classifiers.NAROW method) (olpy.classifiers.NHerd method) (olpy.classifiers.OGD method) (olpy.classifiers.PA method) (olpy.classifiers.PA_I method) (olpy.classifiers.PA_II method) (olpy.classifiers.Perceptron method) (olpy.classifiers.ROMMA method) (olpy.classifiers.SCW method) (olpy.classifiers.SCW2 method) (olpy.classifiers.SecondOrderPerceptron method) predict_proba() (olpy.classifiers.ALMA method) (olpy.classifiers.aROMMA method) (olpy.classifiers.AROW method) (olpy.classifiers.CW method) (olpy.classifiers.ECCW method) (olpy.classifiers.IELLIP method) (olpy.classifiers.NAROW method) (olpy.classifiers.NHerd method) (olpy.classifiers.OGD method) (olpy.classifiers.PA method) (olpy.classifiers.PA_I method) (olpy.classifiers.PA_II method) (olpy.classifiers.Perceptron method) (olpy.classifiers.ROMMA method) (olpy.classifiers.SCW method) (olpy.classifiers.SCW2 method) (olpy.classifiers.SecondOrderPerceptron method) previous (olpy.exceptions.NotFittedError attribute)

R

r (olpy.classifiers.AROW attribute) random_state (olpy.classifiers.ALMA attribute) (olpy.classifiers.aROMMA attribute) (olpy.classifiers.AROW attribute) (olpy.classifiers.CW attribute) (olpy.classifiers.ECCW attribute) (olpy.classifiers.IELLIP attribute) (olpy.classifiers.NAROW attribute) (olpy.classifiers.NHerd attribute) (olpy.classifiers.OGD attribute) (olpy.classifiers.PA attribute) (olpy.classifiers.PA_I attribute) (olpy.classifiers.PA_II attribute) (olpy.classifiers.Perceptron attribute) (olpy.classifiers.ROMMA attribute) (olpy.classifiers.SCW attribute) (olpy.classifiers.SCW2 attribute) (olpy.classifiers.SecondOrderPerceptron attribute)

ROMMA (class in olpy.classifiers) run_experiments() (in module olpy)

S

score() (olpy.classifiers.ALMA method) (olpy.classifiers.aROMMA method) (olpy.classifiers.AROW method) (olpy.classifiers.CW method) (olpy.classifiers.ECCW method) (olpy.classifiers.IELLIP method) (olpy.classifiers.NAROW method) (olpy.classifiers.NHerd method) (olpy.classifiers.OGD method) (olpy.classifiers.PA method) (olpy.classifiers.PA_I method) (olpy.classifiers.PA_II method) (olpy.classifiers.Perceptron method) (olpy.classifiers.ROMMA method) (olpy.classifiers.SCW method) (olpy.classifiers.SCW2 method) (olpy.classifiers.SecondOrderPerceptron method) SCW (class in olpy.classifiers)

SCW2 (class in olpy.classifiers) SecondOrderPerceptron (class in olpy.classifiers) set_params() (olpy.classifiers.ALMA method) (olpy.classifiers.aROMMA method) (olpy.classifiers.AROW method) (olpy.classifiers.CW method) (olpy.classifiers.ECCW method) (olpy.classifiers.IELLIP method) (olpy.classifiers.NAROW method) (olpy.classifiers.NHerd method) (olpy.classifiers.OGD method) (olpy.classifiers.PA method) (olpy.classifiers.PA_I method) (olpy.classifiers.PA_II method) (olpy.classifiers.Perceptron method) (olpy.classifiers.ROMMA method) (olpy.classifiers.SCW method) (olpy.classifiers.SCW2 method) (olpy.classifiers.SecondOrderPerceptron method)

T

test_data (olpy.datasets.Dataset attribute) test_target (olpy.datasets.Dataset attribute)

train_data (olpy.datasets.Dataset attribute) train_target (olpy.datasets.Dataset attribute) transform() (olpy.preprocessing.LabelEncoder method)

Y

y (olpy.preprocessing.LabelEncoder attribute)