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Getting Started
NEXTorch
User Documentation
Introduction
Installation
Overview
Input and Output
Parameter
Design of Experiment
Data Type and Preprocessing
BoTorch Models and Functions
Experiment
Visualization
Examples
Templates
Using Ax
Intro to BO
Key Concepts in BO
Applications of BO
API Reference
nextorch.io
nextorch.doe
nextorch.parameter
nextorch.utils
nextorch.bo
nextorch.plotting
Appendix
Glossary
Citing NEXTorch
Papers that using NEXTorch
ETC
Acknowledgements
About the Authors
nextorch
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Index
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Index
A
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B
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C
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D
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E
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F
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G
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I
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
A
acq_dict (in module nextorch.bo)
acq_func_1d() (in module nextorch.plotting)
acq_func_1d_exp() (in module nextorch.plotting)
add_x_slice_2d() (in module nextorch.plotting)
add_y_slice_2d() (in module nextorch.plotting)
add_z_slice_2d() (in module nextorch.plotting)
assign_weights() (nextorch.bo.BasicExperiment method)
B
BasicExperiment (class in nextorch.bo)
binary_search() (in module nextorch.utils)
C
comsol_simulation() (nextorch.bo.COMSOLExperiment method)
(nextorch.bo.COMSOLMOOExperiment method)
COMSOLExperiment (class in nextorch.bo)
COMSOLMOOExperiment (class in nextorch.bo)
create_and_fit_gp() (in module nextorch.bo)
create_full_X_test_1d() (in module nextorch.utils)
create_full_X_test_2d() (in module nextorch.utils)
create_X_mesh_2d() (in module nextorch.utils)
D
Database (class in nextorch.bo)
decode_xv() (in module nextorch.utils)
define_space() (nextorch.bo.Database method)
E
EHVIMOOExperiment (class in nextorch.bo)
encode_to_real_ParameterSpace() (in module nextorch.utils)
encode_to_real_X() (in module nextorch.utils)
encode_X() (nextorch.bo.Database method)
encode_xv() (in module nextorch.utils)
eval_acq_func() (in module nextorch.bo)
eval_objective_func() (in module nextorch.bo)
eval_objective_func_encoding() (in module nextorch.bo)
expand_list() (in module nextorch.utils)
expand_ranges_X() (in module nextorch.utils)
Experiment (class in nextorch.bo)
F
fill_full_X_test() (in module nextorch.utils)
find_nearest_value() (in module nextorch.utils)
fit_model() (nextorch.bo.BasicExperiment method)
fit_with_new_observations() (in module nextorch.bo)
full_factorial() (in module nextorch.doe)
G
generate_next_point() (nextorch.bo.EHVIMOOExperiment method)
(nextorch.bo.Experiment method)
(nextorch.bo.SingleWeightedExperiment method)
get_acq_func() (in module nextorch.bo)
get_baseline_unit() (in module nextorch.utils)
get_optim() (nextorch.bo.EHVIMOOExperiment method)
(nextorch.bo.Experiment method)
(nextorch.bo.WeightedMOOExperiment method)
get_ranges_X() (in module nextorch.utils)
get_top_k_candidates() (in module nextorch.bo)
get_weighted_optim() (nextorch.bo.SingleWeightedExperiment method)
I
input_data() (nextorch.bo.COMSOLExperiment method)
(nextorch.bo.COMSOLMOOExperiment method)
(nextorch.bo.Database method)
inverse_standardize_X() (in module nextorch.utils)
inverse_unitscale_X() (in module nextorch.utils)
inverse_unitscale_xv() (in module nextorch.utils)
L
latin_hypercube() (in module nextorch.doe)
M
model_predict() (in module nextorch.bo)
model_predict_real() (in module nextorch.bo)
module
nextorch.bo
nextorch.doe
nextorch.io
nextorch.parameter
nextorch.plotting
nextorch.utils
N
nextorch.bo
module
nextorch.doe
module
nextorch.io
module
nextorch.parameter
module
nextorch.plotting
module
nextorch.utils
module
norm_transform() (in module nextorch.doe)
np_to_dataframe() (in module nextorch.io)
np_to_tensor() (in module nextorch.utils)
O
objective_heatmap() (in module nextorch.plotting)
objective_heatmap_exp() (in module nextorch.plotting)
objective_surface() (in module nextorch.plotting)
objective_surface_exp() (in module nextorch.plotting)
opt_per_trial() (in module nextorch.plotting)
opt_per_trial_exp() (in module nextorch.plotting)
P
Parameter (class in nextorch.parameter)
ParameterSpace (class in nextorch.parameter)
pareto_front() (in module nextorch.plotting)
pareto_front_exp() (in module nextorch.plotting)
parity() (in module nextorch.plotting)
parity_exp() (in module nextorch.plotting)
parity_with_ci() (in module nextorch.plotting)
parity_with_ci_exp() (in module nextorch.plotting)
predict() (nextorch.bo.BasicExperiment method)
predict_real() (nextorch.bo.BasicExperiment method)
prepare_full_X_real() (in module nextorch.utils)
prepare_full_X_unit() (in module nextorch.utils)
preprocess_data() (nextorch.bo.Database method)
R
randomized_design() (in module nextorch.doe)
randomized_design_w_levels() (in module nextorch.doe)
read_csv() (in module nextorch.io)
read_excel() (in module nextorch.io)
real_to_encode_ParameterSpace() (in module nextorch.utils)
real_to_encode_X() (in module nextorch.utils)
response_1d() (in module nextorch.plotting)
response_1d_exp() (in module nextorch.plotting)
response_heatmap() (in module nextorch.plotting)
response_heatmap_err_exp() (in module nextorch.plotting)
response_heatmap_exp() (in module nextorch.plotting)
response_scatter_exp() (in module nextorch.plotting)
response_surface() (in module nextorch.plotting)
response_surface_exp() (in module nextorch.plotting)
run_exp_auto() (nextorch.bo.WeightedMOOExperiment method)
run_trial() (nextorch.bo.BasicExperiment method)
run_trials_auto() (nextorch.bo.BasicExperiment method)
S
sampling_2d() (in module nextorch.plotting)
sampling_2d_exp() (in module nextorch.plotting)
sampling_3d() (in module nextorch.plotting)
sampling_3d_exp() (in module nextorch.plotting)
set_axis_values() (in module nextorch.plotting)
set_optim_specs() (nextorch.bo.BasicExperiment method)
(nextorch.bo.COMSOLExperiment method)
(nextorch.bo.COMSOLMOOExperiment method)
(nextorch.bo.WeightedMOOExperiment method)
set_ref_point() (nextorch.bo.EHVIMOOExperiment method)
SingleWeightedExperiment (class in nextorch.bo)
split_X_y() (in module nextorch.io)
standardize_X() (in module nextorch.utils)
T
tensor_to_np() (in module nextorch.utils)
transform_X_2d() (in module nextorch.utils)
transform_Y_mesh_2d() (in module nextorch.utils)
U
unit_to_encode_ParameterSpace() (in module nextorch.utils)
unit_to_encode_X() (in module nextorch.utils)
unitscale_X() (in module nextorch.utils)
unitscale_xv() (in module nextorch.utils)
update_bestseen() (nextorch.bo.Experiment method)
(nextorch.bo.SingleWeightedExperiment method)
V
validate_training() (nextorch.bo.BasicExperiment method)
W
WeightedMOOExperiment (class in nextorch.bo)
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