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DeepBeliefNetwork.py

DeepBeliefNetwork.py

 
 

ImageTest.py

ImageTest.py

 
 

MLPClassifier.py

MLPClassifier.py

 
 

README.md

README.md

 
 

SecondAttempt.py

SecondAttempt.py

 
 

SimpleNNImplementation.py

SimpleNNImplementation.py

 
 

ann.py

ann.py

 
 

bad_net.xml

bad_net.xml

 
 

data_mnist.mat

data_mnist.mat

 
 

extra_layers.xml

extra_layers.xml

 
 

good_net.xml

good_net.xml

 
 

knn.py

knn.py

 
 

neural_network_digit_recognition_group_proj.py

neural_network_digit_recognition_group_proj.py

 
 

read me -- line by line code walkthrough

read me -- line by line code walkthrough

 
 

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CCSGroup

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Artificial Neural Network for digit recognition. Used Python's Pybrain library for the neural network and MNIST dataset for training and testing.

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