├── .gitignore ├── .zenodo.json ├── 00_python_warmup.ipynb ├── 01_regression_Least_Square.ipynb ├── 02_regression_GLM.ipynb ├── 03_Machine_Learning.ipynb ├── LICENSE.md ├── README.md ├── __pycache__ └── utils.cpython-39.pyc ├── data ├── Human_nuisance.csv ├── One_hot_temp.csv ├── beetle.csv ├── exponential_covid.csv ├── framingham.csv ├── kyphosis.csv ├── mites.csv ├── potato_data.phenotypic.csv └── potato_data.transcriptomic.top200norm.csv ├── exam ├── exam_statistics_and_machine_learning.ipynb └── heartData_simplified.csv ├── image ├── 1920px-SVM_margin.png ├── 3d_svm.png ├── BlockedTimeSeriesSplit.png ├── Presentation1.png ├── Presentation2.png ├── Presentation3.png ├── Presentation4.png ├── RF.png ├── TPFP.png ├── TimeSeriesSplit.png ├── Tree.png ├── kfold.png ├── kfold.svg ├── train_test.png ├── train_test.svg └── tree_ex.png ├── solutions ├── solution_00_01.py ├── solution_00_02.py ├── solution_01_01.py ├── solution_01_02.py ├── solution_02_01.py ├── solution_02_mini.py ├── 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