Index

_

__call__() (SOMptimised.learning_rate.ExponentialLearningStrategy method) (SOMptimised.learning_rate.LearningStrategy method) (SOMptimised.learning_rate.LinearLearningStrategy method) (SOMptimised.neighbourhood.ConstantRadiusStrategy method) (SOMptimised.neighbourhood.ExponentialRadiusStrategy method) (SOMptimised.neighbourhood.NeighbourhoodStrategy method) _check_int_float() (SOMptimised.learning_rate.LearningStrategy static method) (SOMptimised.neighbourhood.NeighbourhoodStrategy static method) _check_lr() (SOMptimised.learning_rate.LearningStrategy method)

_check_negative() (SOMptimised.learning_rate.LearningStrategy static method) (SOMptimised.neighbourhood.NeighbourhoodStrategy static method) _check_sigma() (SOMptimised.neighbourhood.NeighbourhoodStrategy method) _compute_points_inertia() (SOMptimised.som.SOM method) _find_bmu() (SOMptimised.som.SOM method) _find_bmus() (SOMptimised.som.SOM method) _find_bmus_bydata() (SOMptimised.som.SOM method) _find_bmus_byweight() (SOMptimised.som.SOM method) _get_locations() (SOMptimised.som.SOM method)

C

chi2CigaleMetric() (in module SOMptimised.metric) chi2CigaleMetricPenalised() (in module SOMptimised.metric) chi2Metric() (in module SOMptimised.metric)

chi2MetricPenalised() (in module SOMptimised.metric) cluster_centers_ (SOMptimised.som.SOM property) ConstantRadiusStrategy (class in SOMptimised.neighbourhood)

E

euclidianMetric() (in module SOMptimised.metric)

ExponentialLearningStrategy (class in SOMptimised.learning_rate) ExponentialRadiusStrategy (class in SOMptimised.neighbourhood)

F

fit() (SOMptimised.som.SOM method)

fit_predict() (SOMptimised.som.SOM method) fit_transform() (SOMptimised.som.SOM method)

G

get() (SOMptimised.som.SOM method)

I

inertia_ (SOMptimised.som.SOM property)

initial_lr (SOMptimised.learning_rate.LearningStrategy property)

L

LearningStrategy (class in SOMptimised.learning_rate)

LinearLearningStrategy (class in SOMptimised.learning_rate)

M

module SOMptimised.learning_rate SOMptimised.metric SOMptimised.neighbourhood SOMptimised.som

N

n_iter_ (SOMptimised.som.SOM property)

NeighbourhoodStrategy (class in SOMptimised.neighbourhood) ntot (SOMptimised.learning_rate.LearningStrategy property)

P

predict() (SOMptimised.som.SOM method)

R

read() (SOMptimised.som.SOM static method)

S

set() (SOMptimised.som.SOM method) sigma (SOMptimised.neighbourhood.NeighbourhoodStrategy property) SOM (class in SOMptimised.som) SOMptimised.learning_rate module SOMptimised.metric module

SOMptimised.neighbourhood module SOMptimised.som module step() (SOMptimised.som.SOM method)

T

tau (SOMptimised.learning_rate.ExponentialLearningStrategy property) (SOMptimised.neighbourhood.ExponentialRadiusStrategy property)

train_bmus_ (SOMptimised.som.SOM property) transform() (SOMptimised.som.SOM method)

W

write() (SOMptimised.som.SOM method)