kaggle-digit-recognizer
Kaggle digit recognition using a neural net in Theano.
Code based around theano-nn.
####Topology The final network consisted of two fully connected hidden layers and a softmax output layer and was regularized using dropout. Each hidden layer contained 1000 rectified linear units. Training was done on one NVIDIA GeForce GT 750M 2048 MB GPU for ~2 mins which produced a final test accuracy on Kaggle of just over 98%.
####Usage To run a model with default parameters, simply call:
python nn.py