├── Examples ├── 01_Example_Borehole_Emulation.ipynb ├── 02_Example_Borehole_Mixed_Emulation.ipynb ├── 03_Example_Wing_multi_fidelity.ipynb ├── 04_Example_MFBO_Borehole.ipynb └── 05_Example_1Dsin.ipynb ├── LICENSE ├── README.md ├── bayesian_optimizations ├── AFs.py ├── BO_GP_plus.py ├── __init__.py └── __pycache__ │ ├── AFs.cpython-39.pyc │ ├── BO_GP_plus.cpython-39.pyc │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── acquisition.cpython-38.pyc │ ├── acquisition.cpython-39.pyc │ ├── bo_steps.cpython-38.pyc │ └── cost_model.cpython-38.pyc ├── datasets ├── HOIP_noisy.csv ├── HOIP_noisy.py ├── __init__.py ├── __pycache__ │ ├── HOIP_noisy.cpython-39.pyc │ └── __init__.cpython-39.pyc ├── sample_low2.csv └── sample_low3.csv ├── kernels ├── Rough_RBF.py ├── __init__.py ├── __pycache__ │ ├── Rough_RBF.cpython-38.pyc │ ├── Rough_RBF.cpython-39.pyc │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── matern.cpython-38.pyc │ ├── matern.cpython-39.pyc │ ├── wighted_RBF.cpython-39.pyc │ └── wighted_RBF_Z.cpython-39.pyc ├── matern.py ├── wighted_RBF.py └── wighted_RBF_Z.py ├── likelihoods_noise ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── multifidelity.cpython-38.pyc │ └── multifidelity.cpython-39.pyc └── multifidelity.py ├── models ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── gp_plus.cpython-39.pyc │ ├── gpregression.cpython-38.pyc │ ├── gpregression.cpython-39.pyc │ ├── lmgp.cpython-38.pyc │ ├── lmgp.cpython-39.pyc │ ├── lvgp.cpython-38.pyc │ └── lvgp.cpython-39.pyc ├── gp_plus.py └── gpregression.py ├── optim ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── mll_noise_continuation.cpython-39.pyc │ ├── mll_noise_tune.cpython-38.pyc │ ├── mll_noise_tune.cpython-39.pyc │ ├── mll_noise_tune2.cpython-38.pyc │ ├── mll_noise_tune2.cpython-39.pyc │ ├── mll_noise_tune3.cpython-39.pyc │ ├── mll_scipy.cpython-38.pyc │ ├── mll_scipy.cpython-39.pyc │ ├── mll_torch.cpython-38.pyc │ └── mll_torch.cpython-39.pyc ├── mll_noise_continuation.py ├── mll_scipy.py └── mll_torch.py ├── preprocessing ├── Data_reader.py ├── __init__.py ├── __pycache__ │ ├── Data_reader.cpython-39.pyc │ ├── Normalize.cpython-38.pyc │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── normalizeX.cpython-38.pyc │ ├── normalizeX.cpython-39.pyc │ ├── numericlevels.cpython-38.pyc │ ├── numericlevels.cpython-39.pyc │ ├── one_hot_encoding.cpython-39.pyc │ ├── split.cpython-38.pyc │ └── split.cpython-39.pyc ├── normalizeX.py ├── numericlevels.py ├── one_hot_encoding.py └── split.py ├── priors ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── horseshoe.cpython-38.pyc │ ├── horseshoe.cpython-39.pyc │ ├── mollified_uniform.cpython-38.pyc │ └── mollified_uniform.cpython-39.pyc ├── horseshoe.py └── mollified_uniform.py ├── test_functions ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-39.pyc │ ├── analytical.cpython-39.pyc │ ├── calibration_multi_fidelity.cpython-39.pyc │ ├── multi_fidelity.cpython-38.pyc │ ├── multi_fidelity.cpython-39.pyc │ ├── physical.cpython-38.pyc │ └── physical.cpython-39.pyc ├── analytical.py ├── calibration_multi_fidelity.py └── multi_fidelity.py ├── utils ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── data_type_check.cpython-39.pyc │ ├── input_space.cpython-38.pyc │ ├── input_space.cpython-39.pyc │ ├── interval_score.cpython-38.pyc │ ├── interval_score.cpython-39.pyc │ ├── set_seed.cpython-38.pyc │ ├── set_seed.cpython-39.pyc │ ├── transforms.cpython-38.pyc │ ├── transforms.cpython-39.pyc │ ├── variables.cpython-38.pyc │ └── variables.cpython-39.pyc ├── data_type_check.py ├── input_space.py ├── interval_score.py ├── set_seed.py ├── transforms.py └── variables.py └── visual ├── Untitled-1.ipynb ├── __init__.py ├── __pycache__ ├── __init__.cpython-38.pyc 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