To run, make sure you have Theano=0.9.0 and numpy=1.11.3 and sklearn
conda install theano=0.9.0 numpy=1.11.3
To train, read the run_xx.bash file for 1k, 10k and 100k. To display the validation and test accuracy on Test1 and Test2 datasets, read the display_log.bash file to run the display code.