├── README.md ├── datasets ├── galaxy.dat.txt ├── glass │ ├── glass.dat │ └── glass.txt ├── insurance │ ├── insurance.csv │ └── link └── lidar.dat.txt └── notebooks ├── seminar_02.ipynb ├── seminar_04_hypothesis.ipynb ├── seminar_05_regression.ipynb ├── seminar_06_regression_nonparametric.ipynb ├── seminar_10_gpr.ipynb ├── seminar_10_gpr_open.ipynb └── seminar_11_doe.ipynb /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/README.md -------------------------------------------------------------------------------- /datasets/galaxy.dat.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/datasets/galaxy.dat.txt -------------------------------------------------------------------------------- /datasets/glass/glass.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/datasets/glass/glass.dat -------------------------------------------------------------------------------- /datasets/glass/glass.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/datasets/glass/glass.txt -------------------------------------------------------------------------------- /datasets/insurance/insurance.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/datasets/insurance/insurance.csv -------------------------------------------------------------------------------- /datasets/insurance/link: -------------------------------------------------------------------------------- 1 | https://www.kaggle.com/mirichoi0218/insurance/data 2 | -------------------------------------------------------------------------------- /datasets/lidar.dat.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/datasets/lidar.dat.txt -------------------------------------------------------------------------------- /notebooks/seminar_02.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/notebooks/seminar_02.ipynb -------------------------------------------------------------------------------- /notebooks/seminar_04_hypothesis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/notebooks/seminar_04_hypothesis.ipynb -------------------------------------------------------------------------------- /notebooks/seminar_05_regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/notebooks/seminar_05_regression.ipynb -------------------------------------------------------------------------------- /notebooks/seminar_06_regression_nonparametric.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/notebooks/seminar_06_regression_nonparametric.ipynb -------------------------------------------------------------------------------- /notebooks/seminar_10_gpr.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/notebooks/seminar_10_gpr.ipynb -------------------------------------------------------------------------------- /notebooks/seminar_10_gpr_open.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/notebooks/seminar_10_gpr_open.ipynb -------------------------------------------------------------------------------- /notebooks/seminar_11_doe.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siri3us/ASML/HEAD/notebooks/seminar_11_doe.ipynb --------------------------------------------------------------------------------