├── .vscode └── launch.json ├── Classification ├── .ipynb_checkpoints │ ├── Final_Logistic_Regression-checkpoint.ipynb │ ├── KNN Regression-checkpoint.ipynb │ ├── KNN-checkpoint.ipynb │ ├── Logistic Regression-checkpoint.ipynb │ ├── Multi Class Logistic Regression-checkpoint.ipynb │ ├── Naive Bayes-checkpoint.ipynb │ ├── Perceptron-checkpoint.ipynb │ ├── Softmax and its gradients-checkpoint.ipynb │ ├── TRIAL 2 (MULTI CLASS LOGISTIC REGRESSION)-checkpoint.ipynb │ └── Weighted KNN regrssor-checkpoint.ipynb ├── Final_Logistic_Regression.ipynb ├── KNN Regression.ipynb ├── KNN.ipynb ├── KNN.py ├── Logistic Regression.ipynb ├── Naive Bayes.ipynb └── Perceptron.ipynb ├── Final_algorithms ├── .ipynb_checkpoints │ └── TESTS-checkpoint.ipynb ├── Classification.py ├── NaiveBayes.py ├── Regression.py ├── TESTS.ipynb ├── __pycache__ │ ├── Classification.cpython-39.pyc │ ├── Regression.cpython-38.pyc │ ├── Regression.cpython-39.pyc │ ├── ml_classification_utils.cpython-38.pyc │ ├── ml_classification_utils.cpython-39.pyc │ ├── ml_regression_utils.cpython-37.pyc │ ├── ml_regression_utils.cpython-38.pyc │ ├── ml_regression_utils.cpython-39.pyc │ ├── ml_utils.cpython-38.pyc │ ├── p1.cpython-38.pyc │ └── p2.cpython-38.pyc ├── cla.py ├── ml_classification_utils.py └── ml_regression_utils.py ├── README.md └── Regression ├── ElasticNet_regression.py ├── Lasso_regression.py ├── Ridge_regression.py ├── __pycache__ └── linear_regression.cpython-38.pyc ├── linear_regression.py ├── multiple_linear_regression.py ├── polynomial_regression.py ├── roughs ├── anime.py ├── linear.ipynb ├── multiple.ipynb ├── pol_features.py └── pol_features_stack_overflow.py └── test.ipynb /.vscode/launch.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Anindyadeep/ML_from_scratch/HEAD/.vscode/launch.json -------------------------------------------------------------------------------- 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