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AUTOENCODER_MODELS

AUTOENCODER_MODELS

 
 

CLASSIF_MODELS

CLASSIF_MODELS

 
 

pretraitement

pretraitement

 
 

README.md

README.md

 
 

autoencoder.py

autoencoder.py

 
 

classif.py

classif.py

 
 

highway_network.py

highway_network.py

 
 

train_autoencoder.py

train_autoencoder.py

 
 

train_highway.py

train_highway.py

 
 

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Deep Learning for image classification

pip install -r  http://webia.lip6.fr/~baskiotisn/requirements-amal.txt

Train an autoencoder

python3 train_autoencoder.py

Train a classical MLP for classification

python3 classif.py

Train a Highway network for classification

python3 train_highway.py

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Code image classification of MNIST dataset using different architectures: simple linear NN, autoencoder, and highway network

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deep-learning mnist autoencoder highway-network

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