HW02 - LDA Algorithm Implementation

• In this assignment, you must implement Algorithm 20.1 of Zaki’s book with Python.
• Run the example 20.2 of the book with your own program and get the same w.
• Also display the original data, the vector corresponding to the optimal response and the data mapping on this vector.
• Also print the a_i ‘s that show the distance of the point mapping on the found vector to the origin.
• Do not use sklearn.discriminant_analysis.LinearDiscriminantAnalysis function to run LDA, other commands are allowed.
• Submit a jupyter notebook file that has been run and the results can be seen.