Week 7: Linear Neural Net Materials
Write up of HW (PDF)
Links:
(Matlab function) WidHoff.m - Implements the Widrow-Hoff algorithm
(Matlab script file) TGFExample.m - The "TGF" example from class on Friday
(Python script file) LinNetTGF01.m
(Matlab script file) TGFExample2.m - The "TGF" example (batch algorithm using SVD)
(Matlab script- Data included) BreastData.m - As a script file, you can view this to see more information about the data. To load the data, just type the name: BreastData
Helper files (very useful!)
TrainTestSplit.m
Train, Test, Split in Python
StandardScaler.m
Standard Scaler in Python (Scikit-learn)
Link to the confusion matrix code, conf_matrix.m
Confusion matrix, Python
Matlab mat file for breast cancer data (useful for Python)
Python code to read a Matlab mat file.