/kaggle-digit-recognizer

Kaggle digit recognition competition using a neural network in Theano.

Primary LanguagePython

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