Low level implementation of various type of Linear Regression and Logistic Regression with python and Numpy.
Iris Dataset: http://archive.ics.uci.edu/ml/machine-learning-databases/iris/
Implemented algorithms:
1- Linear Regression with Polynomial Basis Function.
2- Linear Regression with Radial Basis Function.
3- Linear Regression with Radial Basis Function with Prior (MAP).
4- Logistic Regression.
LinearRegressionPolynomial, LinearRegressionRadial, LinearRegressionRadialWithPrior, LogisticRegression