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Introduction to Machine Learning Program Assignment #4 Solution






















def forward_propagate(X, theta1, theta2):

#write something





































def backprop(params, input_size, hidden_size, num_labels, X, y, learning_rate):

#write something


This is a person-based program assignment, so one student should only submit one source code and one report to E3.

The code should contain the follow

    1. Forward-propagate code (40%)

    2. Back-propagate code (60%)

The Report should contain the follow

    1. Screenshot of Forward-propagate code

    2. Screenshot of Back-propagate code

    3. If you finish these two functions, you need to run all codes and put the screenshot of accuracy to report.


Some rules

    1. File name student ID.py + student ID.pdf

    2. Suggest to use Python.

    3. You can change all codes to C/C++/Java…

    4. No cheating and plagiarizing.

    5. Deadline : 01/10(Thu) 23:59

    6. Delay : Your score = 0

TA will not help you to debug and

explain the way of solving the problem.

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