Most of my code is finished, but still need the "todo" pars to be finished:
• You may change the hyperparameters (number of epochs, learning rate etc.) listed in the beginning
of nn main.py.
• Plot the train/validation losses of the encoder (AEFullyConnected and AECNN ) and neural
network (BaselineMLP and BaselineCNN ) separately (4 plots total, each with train/validation
curves). Report the best test accuracy your model achieves and the hyperparameters used.
(a) Your first task is to modify the structure of the provided fully-connected AE to improve the
performance of its model. nn [login to view URL] has a simple fully-connected AE AEFullyConnected for
you to begin with. Run the model using this AE - you will notice that currently it does not do
a very good job. It should give you a test accuracy of around 14.3%. However, it is improving
performance slightly – if you train the MLP on just the labeled data, discarding the AE and
unlabeled data, you should get a test accuracy of around 11%. See if you can modify the AE
to get better than 14.3%. Describe the modifications you made.
(b) Your second task is to implement the Convolutional AE. The encoder will consist of only convolutional layers while the decoder may have fully-connected layers. nn [login to view URL] has the skeleton for AECNN that you will fill in. If you train the CNN on just the supervised data, discarding the AE and unlabeled data, you should get a test accuracy of around 49.3%. Utilizing AECNN with the unlabeled data should allow you to improve the this accuracy. Explore and let us know what architecture you choose. Just report how you achieved this accuracy.
Hi there
If you give enough times for me to finish it, I can do it with your deadline.
I have full experiences with C# & Python, Algorithm.
If you ping me via chat, I will discuss with you to solve it.
Have a good time.
Thanks & Regards, Raisa.
$50 USD ndani ya siku 3
5.0 (2 hakiki)
1.4
1.4
2 wafanyakazi huru wana zabuni kwa wastani $35 USD kwa kazi hii
hello
Sir
I am Shakina from Malaysia . I am very interested in your post project. I have done many projects with Python, Tensorflow, Pytorch, Machine Learning ML. If you interested want hire me , you can message me. I try do the best for this job.
Regards,
Shakina