├── .gitignore ├── DiffusionMaps_template.ipynb ├── Introduction to NumPy.ipynb ├── Introduction to Python.ipynb ├── PCA_template.ipynb ├── README.md ├── ReinforcementLearning_template.ipynb ├── data ├── data1.mat ├── guo.xlsx ├── pca_ped_25x50.mat ├── pca_toy_4d.npy └── pca_toy_samples.npy ├── mllab └── pca │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-35.pyc │ ├── __init__.cpython-36.pyc │ └── __init__.cpython-38.pyc │ ├── hog_ref.mat │ ├── pca_toy_colors.npy │ └── ped.tar.gz ├── requirements.txt ├── requirements_w_version.txt └── solution_example_pictures ├── Task2_10_c.png ├── Task2_2.png ├── Task2_4.png ├── Task2_7_a1.png ├── Task2_7_b1.png ├── Task2_9.png ├── Task3_3.png ├── Task3_6_a.png ├── Task3_6_b.png ├── Task3_7.png ├── Task3_8_c_example.png ├── Task4_2_a.png ├── Task4_2_b.png ├── Task4_3_b2.png ├── Task4_3b.png ├── Task4_4.png ├── Task4_4b.png ├── Task4_5_b1.png ├── Task4_5_b2.png ├── Task4_5_b3.png ├── Task4_5_b4.png ├── Task4_6.png ├── Task4_7.png ├── Task5_1.png ├── Task5_10.png ├── Task5_12.png ├── Task5_13.png ├── Task5_3.png ├── Task5_4a.png ├── Task5_4b.png ├── Task5_6.png ├── Task5_7.png ├── Task5_8a.png ├── Task5_8b.png ├── Task5_9a.png ├── Task5_9b.png ├── Task5_9c.png ├── Task6_3.png ├── Task6_4a.png ├── Task6_4b.png ├── Task6_4c.png ├── Task6_5.png ├── Task7_1a.png ├── Task7_1b.png ├── Task7_2a.png ├── Task7_2b.png ├── Task7_3a.png ├── Task7_3b.png ├── Task7_4a.png └── Task7_4b.png /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints 2 | solutions 3 | *.gz 4 | -------------------------------------------------------------------------------- /DiffusionMaps_template.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fraunhofer-SCAI/AlgMathML/HEAD/DiffusionMaps_template.ipynb -------------------------------------------------------------------------------- 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