├── .github └── workflows │ └── python-package.yml ├── .gitignore ├── LICENSE ├── README.md ├── cfml ├── __init__.py ├── misc │ ├── __init__.py │ ├── hpo │ │ ├── __init__.py │ │ ├── base.py │ │ ├── bo │ │ │ ├── __init__.py │ │ │ └── core.py │ │ └── naive │ │ │ ├── __init__.py │ │ │ └── core.py │ ├── optim │ │ ├── __init__.py │ │ ├── bo │ │ │ ├── __init__.py │ │ │ ├── acquisition.py │ │ │ ├── model.py │ │ │ └── target_space.py │ │ └── gd │ │ │ ├── __init__.py │ │ │ ├── bases.py │ │ │ └── optimizers │ │ │ ├── __init__.py │ │ │ ├── adam.py │ │ │ ├── rmsprop.py │ │ │ └── sgd.py │ ├── param_utils │ │ ├── __init__.py │ │ ├── core.py │ │ ├── data_types.py │ │ ├── distributions.py │ │ ├── normalizers │ │ │ ├── __init__.py │ │ │ ├── bases.py │ │ │ └── cube │ │ │ │ ├── __init__.py │ │ │ │ └── core.py │ │ └── types.py │ └── toolkit.py └── models │ ├── __init__.py │ ├── bases.py │ ├── linear_model │ ├── __init__.py │ ├── linear_regression │ │ ├── __init__.py │ │ └── model.py │ ├── linear_svm │ │ ├── __init__.py │ │ ├── mixins.py │ │ ├── svc.py │ │ └── svr.py │ ├── logistic_regression │ │ ├── __init__.py │ │ └── model.py │ └── mixins.py │ ├── mixins.py │ ├── naive_bayes │ ├── __init__.py │ ├── gaussian.py │ └── multinomial.py │ ├── neural_network │ ├── __init__.py │ ├── fcnn_clf.py │ ├── fcnn_reg.py │ ├── mixins.py │ └── modules.py │ ├── poly │ ├── __init__.py │ └── model.py │ └── svm │ ├── __init__.py │ ├── kernel.py │ ├── mixins.py │ ├── svc.py │ └── svr.py ├── setup.py └── tests ├── datasets └── prices.txt ├── unittests ├── test_bo.py ├── test_fcnn_clf.py ├── test_fcnn_reg.py ├── test_gaussian_nb.py ├── test_hpo.py ├── test_linear_regression.py ├── test_logistic_regression.py ├── test_misc.py ├── test_multinomial_nb.py ├── test_svc.py └── test_svr.py └── usages ├── basic.py ├── clf.py └── reg.py /.github/workflows/python-package.yml: -------------------------------------------------------------------------------- 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