run_all_rnn

# GRU runs
python rnn_tensorflow.py -embeds stock -dataset toxic -sigmoid
python rnn_tensorflow.py -embeds stock -dataset toxic -bd -sigmoid
python rnn_tensorflow.py -embeds stock -dataset toxic -bd -sigmoid -max_length 100
python rnn_tensorflow.py -embeds stock -dataset toxic -bd -sigmoid -max_length 100 -nepochs 10 -embed_drop 50 
python rnn_tensorflow.py -embeds stock -dataset toxic -bd -sigmoid -max_length 100 -nepochs 10 -embed_drop 50 -hidden_size 128 -weight_reg 3

# LSTM runs
python rnn_tensorflow.py -embeds stock -dataset toxic -cell lstm -sigmoid
python rnn_tensorflow.py -embeds stock -dataset toxic -bd -cell lstm -sigmoid
python rnn_tensorflow.py -embeds stock -dataset toxic -bd -cell lstm -sigmoid -max_length 100
python rnn_tensorflow.py -embeds stock -dataset toxic -bd -cell lstm -sigmoid -max_length 100 -nepochs 10 -embed_drop 50 
python rnn_tensorflow.py -embeds stock -dataset toxic -bd -cell lstm -sigmoid -max_length 100 -nepochs 10 -embed_drop 50 -hidden_size 128 -weight_reg 3