Implement famous machine learning algorithms from scratch with the help of mathematical equations

• Fuzzy C Means Clustering with Python and Matlab
• Kernel Fisher’s Discriminant with heterogeneous kernels with Python and Matlab
• Linear Regression with Python and Matlab
• Least Mean Squares learning algorithm for Radial Basis Function Kernels with Matlab
• Soft Margin Support Vector Machine with Matlab
• Support Vector Regression with Matlab

FCM clustering	Fisher Classification	Linear Regression

LMS for RBF	Soft Margin SVM	SVR