├── .gitignore ├── .python-version ├── LICENSE.txt ├── README.md ├── media ├── gpr_1d.png └── gpr_2d_prediction.png ├── notebooks ├── bayesian_optimization_1d.ipynb ├── bayesian_optimization_2d.ipynb ├── bayesian_optimization_path_tracking.ipynb ├── f_shape_path.csv ├── gp_regression_1d.ipynb ├── gp_regression_2d.ipynb └── ovalpath.csv ├── pyproject.toml ├── requirements-dev.lock └── requirements.lock /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/.gitignore -------------------------------------------------------------------------------- /.python-version: -------------------------------------------------------------------------------- 1 | 3.12.3 -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/README.md -------------------------------------------------------------------------------- /media/gpr_1d.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/media/gpr_1d.png -------------------------------------------------------------------------------- /media/gpr_2d_prediction.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/media/gpr_2d_prediction.png -------------------------------------------------------------------------------- /notebooks/bayesian_optimization_1d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/notebooks/bayesian_optimization_1d.ipynb -------------------------------------------------------------------------------- /notebooks/bayesian_optimization_2d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/notebooks/bayesian_optimization_2d.ipynb -------------------------------------------------------------------------------- /notebooks/bayesian_optimization_path_tracking.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/notebooks/bayesian_optimization_path_tracking.ipynb -------------------------------------------------------------------------------- /notebooks/f_shape_path.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/notebooks/f_shape_path.csv -------------------------------------------------------------------------------- /notebooks/gp_regression_1d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/notebooks/gp_regression_1d.ipynb -------------------------------------------------------------------------------- /notebooks/gp_regression_2d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/notebooks/gp_regression_2d.ipynb -------------------------------------------------------------------------------- /notebooks/ovalpath.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/notebooks/ovalpath.csv -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/pyproject.toml -------------------------------------------------------------------------------- /requirements-dev.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/requirements-dev.lock -------------------------------------------------------------------------------- /requirements.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MizuhoAOKI/gaussian_process/HEAD/requirements.lock --------------------------------------------------------------------------------