Index

B

backend() (in module greenlearning.utils.backend)

build() (greenlearning.loss_function.loss_function method)

C

callback() (greenlearning.Model method) (greenlearning.model.Model method)

E

evaluate() (greenlearning.neural_network.NeuralNetwork method) (greenlearning.NeuralNetwork method)

ExternalOptimizerInterface (class in greenlearning.utils.external_optimizer)

F

feed_dict() (greenlearning.loss_function.loss_function method)

figsize() (in module greenlearning.utils.plotting)

G

get() (in module greenlearning.activations) get_weights() (in module greenlearning.quadrature_weights) greenlearning module greenlearning.activations module greenlearning.loss_function module greenlearning.matrix_networks module greenlearning.model module greenlearning.neural_network module greenlearning.quadrature_weights module greenlearning.utils module greenlearning.utils.backend module

greenlearning.utils.config module greenlearning.utils.external_optimizer module greenlearning.utils.load_data module greenlearning.utils.plotting module greenlearning.utils.print_weights module greenlearning.utils.real module greenlearning.utils.save_results module greenlearning.utils.tf_session module greenlearning.utils.visualization module

I

init_optimizer() (greenlearning.Model method) (greenlearning.model.Model method) initialize_NN() (greenlearning.neural_network.NeuralNetwork method) (greenlearning.NeuralNetwork method)

initialize_weights() (in module greenlearning.activations) input_data_slice() (in module greenlearning.utils.visualization) is_tf_1() (in module greenlearning.utils.backend)

L

load_data() (in module greenlearning.utils.load_data)

loss_function (class in greenlearning.loss_function)

M

MathTextSciFormatter (class in greenlearning.utils.plotting) matrix_networks() (in module greenlearning) (in module greenlearning.matrix_networks) minimize() (greenlearning.utils.external_optimizer.ExternalOptimizerInterface method) Model (class in greenlearning) (class in greenlearning.model) module greenlearning greenlearning.activations greenlearning.loss_function greenlearning.matrix_networks greenlearning.model greenlearning.neural_network greenlearning.quadrature_weights greenlearning.utils greenlearning.utils.backend greenlearning.utils.config greenlearning.utils.external_optimizer greenlearning.utils.load_data greenlearning.utils.plotting greenlearning.utils.print_weights greenlearning.utils.real greenlearning.utils.save_results greenlearning.utils.tf_session greenlearning.utils.visualization

N

NeuralNetwork (class in greenlearning) (class in greenlearning.neural_network)

newfig() (in module greenlearning.utils.plotting)

O

open_tf_session() (in module greenlearning.utils.tf_session)

outputs() (greenlearning.loss_function.loss_function property)

P

plot_1d_results() (in module greenlearning.utils.visualization) plot_1d_systems() (in module greenlearning.utils.visualization) plot_2d_results() (in module greenlearning.utils.visualization) plot_2d_systems() (in module greenlearning.utils.visualization) plot_results() (greenlearning.Model method) (greenlearning.model.Model method) (in module greenlearning.utils.visualization)

print_weights() (greenlearning.Model method) (greenlearning.model.Model method) (in module greenlearning.utils.print_weights)

R

rational() (in module greenlearning.activations)

Real (class in greenlearning.utils.real)

S

save_loss() (greenlearning.Model method) (greenlearning.model.Model method) save_results() (greenlearning.Model method) (greenlearning.model.Model method) (in module greenlearning.utils.save_results)

savefig() (in module greenlearning.utils.plotting) ScipyOptimizerInterface (class in greenlearning.utils.external_optimizer) set_float32() (greenlearning.utils.real.Real method) set_float64() (greenlearning.utils.real.Real method) set_precision() (greenlearning.utils.real.Real method)

T

train() (greenlearning.Model method) (greenlearning.model.Model method)

trapezoidal() (in module greenlearning.quadrature_weights)

U

uniform() (in module greenlearning.quadrature_weights)

X

xavier_init() (greenlearning.neural_network.NeuralNetwork method) (greenlearning.NeuralNetwork method)