├── .DS_Store ├── .ipynb_checkpoints ├── Isolation_forest-checkpoint.ipynb ├── Lasso, Ridge and Elastic Net-checkpoint.ipynb ├── PCA-checkpoint.ipynb ├── Simple Neural Network from the Scratch-checkpoint.ipynb ├── Untitled-checkpoint.ipynb └── XGBoost-IRIS-checkpoint.ipynb ├── Auto ARIMA hyperparameter search.ipynb ├── Breath_cancer_with_shap_values.ipynb ├── DBScan clustering algorithm.ipynb ├── Isolation_forest.ipynb ├── K-means clustering.ipynb ├── LICENSE ├── Lasso, Ridge and Elastic Net.ipynb ├── Linear Programming ├── .ipynb_checkpoints │ └── Linear_programming_with_gurobipy_teachers_example-checkpoint.ipynb ├── Linear_programming_with_gurobipy_teachers_example.ipynb └── TEACHERS.lp ├── Online_Payments_Fraud_Detection.ipynb ├── PCA.ipynb ├── Polynomial Regression.ipynb ├── README.md ├── Random Forest.ipynb ├── Rule_based_approach for removing the outliers.ipynb ├── Simple Neural Network from the Scratch.ipynb ├── Timeseries comprehensive.ipynb ├── WordEmbeddingsLecture.ipynb ├── XGBoost-IRIS.ipynb ├── XGBoost.ipynb ├── __pycache__ └── planar_utils.cpython-38.pyc ├── cost_sensitive1.png ├── pictures └── lasso.png ├── planar_utils.py ├── tree.dot └── tree.png /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Vitomir84/ML_algorithms/HEAD/.DS_Store -------------------------------------------------------------------------------- /.ipynb_checkpoints/Isolation_forest-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Vitomir84/ML_algorithms/HEAD/.ipynb_checkpoints/Isolation_forest-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/Lasso, Ridge and Elastic Net-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Vitomir84/ML_algorithms/HEAD/.ipynb_checkpoints/Lasso, 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