Implementing the Machine Learning algorithms from scratch using python.
- Linear Regression with Gradient Descent.
- Linear Regression with Normal Equation.
- Logistic Regression with Gradient Descent.
- Ridge Regression with Gradient Descent.
- Ridge Regression with Normal Equation.
- KNN Classifier algorithm.
- KNN Regressor algorithm.
- Gaussian Naive Bayes algorithm.
- Perceptron algorithm with forward propogation.