Index

A

AttentiveConditionalNeuralProcess (class in autoemulate.emulators.conditional_neural_process_attn) AutoEmulate (class in autoemulate.compare) autoemulate.compare module autoemulate.datasets module autoemulate.emulators.conditional_neural_process module autoemulate.emulators.conditional_neural_process_attn module autoemulate.emulators.gaussian_process module autoemulate.emulators.gaussian_process_mt module autoemulate.emulators.gaussian_process_sklearn module autoemulate.emulators.gradient_boosting module

autoemulate.emulators.light_gbm module autoemulate.emulators.neural_net_sk module autoemulate.emulators.polynomials module autoemulate.emulators.radial_basis_functions module autoemulate.emulators.random_forest module autoemulate.emulators.support_vector_machines module autoemulate.sensitivity_analysis module autoemulate.simulations.epidemic module autoemulate.simulations.projectile module

C

compare() (AutoEmulate method)

ConditionalNeuralProcess (class in autoemulate.emulators.conditional_neural_process)

E

evaluate() (AutoEmulate method)

event() (in module autoemulate.simulations.projectile)

F

f() (in module autoemulate.simulations.projectile) fetch_data() (in module autoemulate.datasets) fit() (ConditionalNeuralProcess method) (GaussianProcess method) (GaussianProcessMT method) (GaussianProcessSklearn method) (GradientBoosting method) (LightGBM method) (NeuralNetSk method) (RadialBasisFunctions method) (RandomForest method) (SecondOrderPolynomial method) (SupportVectorMachines method)

G

GaussianProcess (class in autoemulate.emulators.gaussian_process) GaussianProcessMT (class in autoemulate.emulators.gaussian_process_mt) GaussianProcessSklearn (class in autoemulate.emulators.gaussian_process_sklearn) get_grid_params() (GaussianProcess method) (GaussianProcessMT method) (GaussianProcessSklearn method) (GradientBoosting method) (LightGBM method) (NeuralNetSk method) (RadialBasisFunctions method) (RandomForest method) (SecondOrderPolynomial method) (SupportVectorMachines method)

get_model() (AutoEmulate method) GradientBoosting (class in autoemulate.emulators.gradient_boosting)

I

input_dim_ (ConditionalNeuralProcess attribute)

L

LightGBM (class in autoemulate.emulators.light_gbm)

load() (AutoEmulate method)

M

model_ (ConditionalNeuralProcess attribute) module autoemulate.compare autoemulate.datasets autoemulate.emulators.conditional_neural_process autoemulate.emulators.conditional_neural_process_attn autoemulate.emulators.gaussian_process autoemulate.emulators.gaussian_process_mt autoemulate.emulators.gaussian_process_sklearn autoemulate.emulators.gradient_boosting autoemulate.emulators.light_gbm autoemulate.emulators.neural_net_sk autoemulate.emulators.polynomials autoemulate.emulators.radial_basis_functions autoemulate.emulators.random_forest autoemulate.emulators.support_vector_machines autoemulate.sensitivity_analysis autoemulate.simulations.epidemic autoemulate.simulations.projectile

N

NeuralNetSk (class in autoemulate.emulators.neural_net_sk)

O

output_dim_ (ConditionalNeuralProcess attribute)

P

plot_cv() (AutoEmulate method) plot_eval() (AutoEmulate method) plot_sensitivity_analysis() (AutoEmulate method) predict() (ConditionalNeuralProcess method) (GaussianProcess method) (GaussianProcessMT method) (GaussianProcessSklearn method) (GradientBoosting method) (LightGBM method) (NeuralNetSk method) (RadialBasisFunctions method) (RandomForest method) (SecondOrderPolynomial method) (SupportVectorMachines method)

print_errors() (in module autoemulate.simulations.projectile) print_predictions() (in module autoemulate.simulations.projectile) print_results() (in module autoemulate.simulations.projectile) print_setup() (AutoEmulate method)

R

RadialBasisFunctions (class in autoemulate.emulators.radial_basis_functions)

RandomForest (class in autoemulate.emulators.random_forest) refit() (AutoEmulate method)

S

save() (AutoEmulate method) SecondOrderPolynomial (class in autoemulate.emulators.polynomials) sensitivity_analysis() (AutoEmulate method) set_fit_request() (LightGBM method) set_predict_request() (AttentiveConditionalNeuralProcess method) (ConditionalNeuralProcess method) (GaussianProcess method) (GaussianProcessMT method) (GaussianProcessSklearn method)

setup() (AutoEmulate method) simulate_epidemic() (in module autoemulate.simulations.epidemic) simulate_projectile() (in module autoemulate.simulations.projectile) simulate_projectile_multioutput() (in module autoemulate.simulations.projectile) simulator_base() (in module autoemulate.simulations.projectile) summarise_cv() (AutoEmulate method) summarize_cv() (AutoEmulate method) SupportVectorMachines (class in autoemulate.emulators.support_vector_machines)

X

X_train_ (ConditionalNeuralProcess attribute)

Y

y_train_ (ConditionalNeuralProcess attribute)