#Theano
First touch with theano. All scripts were coded based on:
- http://deeplearning.net/software/theano/tutorial/index.html
- https://github.com/Newmu/Theano-Tutorials
###Files:
- theano-autoencoder/ : encoder-decoder of the MNIST dataset.
run
python main.py - linear_model.py : linear regression on random data.
run
python linear_model.py - logistic_regression.py : logistic regression classifier of the MNIST dataset.
run
python logistic_regression.py - neural_net.py : neural network (1 hidden layer) classifier of the MNIST dataset.
run
python neural_net.py - mnist.py : util functions with the MNIST dataset:
load_data(),plot_confusion_matrix(),one_hot() - theano_tuto.py : showcase some theano features.
run
python theano_tuto.py